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Jose Carlos Principe - Publications

Affiliations: 
University of Florida, Gainesville, Gainesville, FL, United States 
Area:
Computational NeuroEngineering
Website:
http://www.cnel.ufl.edu
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Year Citation  Score
2021 Baharloo R, Principe JC, Fillingim RB, Wallace MR, Zou B, Crispen PL, Parvataneni HK, Prieto HA, Machuca TN, Mi X, Hughes SJ, Murad GJA, Rashidi P, Tighe PJ. Slow Dynamics of Acute Postoperative Pain Intensity Time Series Determined via Wavelet Analysis Are Associated With the Risk of Severe Postoperative Day 30 Pain. Anesthesia and Analgesia. PMID 33591118 DOI: 10.1213/ANE.0000000000005385  0.68
2021 Duan S, Yu S, Principe JC. Modularizing Deep Learning via Pairwise Learning With Kernels. Ieee Transactions On Neural Networks and Learning Systems. PMID 33400656 DOI: 10.1109/TNNLS.2020.3042346  0.96
2020 Michaelis BT, Leathers KW, Bobkov YV, Ache BW, Principe JC, Baharloo R, Park IM, Reidenbach MA. Odor tracking in aquatic organisms: the importance of temporal and spatial intermittency of the turbulent plume. Scientific Reports. 10: 7961. PMID 32409665 DOI: 10.1038/s41598-020-64766-y  1
2020 Yu S, Wickstrom K, Jenssen R, Principe JC. Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration. Ieee Transactions On Neural Networks and Learning Systems. PMID 32071010 DOI: 10.1109/TNNLS.2020.2968509  0.96
2019 Akella S, Principe JC. Correntropy based Robust Decomposition of Neuromodulations. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2019: 5790-5793. PMID 31947168 DOI: 10.1109/EMBC.2019.8857255  0.48
2019 Sledge IJ, Principe JC. An Exact Reformulation of Feature-Vector-Based Radial-Basis-Function Networks for Graph-Based Observations. Ieee Transactions On Neural Networks and Learning Systems. PMID 31902772 DOI: 10.1109/TNNLS.2019.2953919  1
2019 Loza CA, Reddy CG, Akella S, Príncipe JC. Discrimination of Movement-Related Cortical Potentials Exploiting Unsupervised Learned Representations From ECoGs. Frontiers in Neuroscience. 13: 1248. PMID 31824249 DOI: 10.3389/fnins.2019.01248  1
2019 Duan S, Yu S, Chen Y, Principe JC. On Kernel Method-Based Connectionist Models and Supervised Deep Learning without Backpropagation. Neural Computation. 1-39. PMID 31703172 DOI: 10.1162/neco_a_01250  0.96
2019 Qin Z, Chen B, Gu Y, Zheng N, Principe JC. Probability Density Rank-Based Quantization for Convex Universal Learning Machines. Ieee Transactions On Neural Networks and Learning Systems. PMID 31536021 DOI: 10.1109/TNNLS.2019.2935502  1
2019 Ma Y, Principe JC. A Taxonomy for Neural Memory Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 31443054 DOI: 10.1109/TNNLS.2019.2926466  1
2019 Zhang X, Libedinsky C, So R, Principe JC, Wang Y. Clustering Neural Patterns in Kernel Reinforcement Learning Assists Fast Brain Control in Brain-Machine Interfaces. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 31403433 DOI: 10.1109/TNSRE.2019.2934176  1
2019 Yu S, Sanchez Giraldo LG, Jenssen R, Principe JC. Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31395536 DOI: 10.1109/TPAMI.2019.2932976  1
2019 Yu S, Príncipe JC. Understanding autoencoders with information theoretic concepts. Neural Networks : the Official Journal of the International Neural Network Society. 117: 104-123. PMID 31132606 DOI: 10.1016/j.neunet.2019.05.003  0.96
2018 Zhang X, Principe JC, Wang Y. Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 6125-6128. PMID 30441732 DOI: 10.1109/EMBC.2018.8513597  1
2018 Loza CA, Principe JC. The Embedding Transform. A Novel Analysis of Non-Stationarity in the EEG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 3112-3115. PMID 30441053 DOI: 10.1109/EMBC.2018.8512974  1
2018 Chen B, Xing L, Zheng N, Principe JC, Ieee F. Quantized Minimum Error Entropy Criterion. Ieee Transactions On Neural Networks and Learning Systems. PMID 30281485 DOI: 10.1109/TNNLS.2018.2868812  1
2018 Zhao D, Liu D, Lewis FL, Principe JC, Squartin S. Editorial Special Issue on Deep Reinforcement Learning and Adaptive Dynamic Programming. Ieee Transactions On Neural Networks and Learning Systems. PMID 29993895 DOI: 10.1109/TNNLS.2018.2818878  0.44
2018 Sledge IJ, Emigh MS, Principe JC. Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion. Ieee Transactions On Neural Networks and Learning Systems. 29: 2080-2098. PMID 29771664 DOI: 10.1109/TNNLS.2018.2812709  1
2018 Li K, Príncipe JC. Biologically-Inspired Spike-Based Automatic Speech Recognition of Isolated Digits Over a Reproducing Kernel Hilbert Space. Frontiers in Neuroscience. 12: 194. PMID 29666568 DOI: 10.3389/fnins.2018.00194  0.92
2017 Loza CA, Okun MS, Príncipe JC. A Marked Point Process Framework for Extracellular Electrical Potentials. Frontiers in Systems Neuroscience. 11: 95. PMID 29326562 DOI: 10.3389/fnsys.2017.00095  1
2017 Loza CA, Shute JB, Principe JC, Okun MS, Gunduz A. A marked point process approach for identifying neural correlates of tics in Tourette Syndrome. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 4375-4378. PMID 29060866 DOI: 10.1109/EMBC.2017.8037825  1
2017 Angelov PP, Gu X, Pr JC. A Generalized Methodology for Data Analysis. Ieee Transactions On Cybernetics. PMID 29035234 DOI: 10.1109/TCYB.2017.2753880  0.72
2017 Santana E, Emigh MS, Zegers P, Principe JC. Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 28880191 DOI: 10.1109/TNNLS.2017.2735903  1
2017 Philips GR, Daly JJ, Príncipe JC. Topographical measures of functional connectivity as biomarkers for post-stroke motor recovery. Journal of Neuroengineering and Rehabilitation. 14: 67. PMID 28683745 DOI: 10.1186/s12984-017-0277-3  0.68
2017 Mishra A, Ghosh R, Principe JC, Thakor NV, Kukreja SL. A Saccade Based Framework for Real-Time Motion Segmentation Using Event Based Vision Sensors. Frontiers in Neuroscience. 11: 83. PMID 28316563 DOI: 10.3389/fnins.2017.00083  0.32
2016 Loza CA, Principe JC. Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3720-3723. PMID 28269099 DOI: 10.1109/EMBC.2016.7591536  1
2016 Hongbao Li, Fang Wang, Qiaosheng Zhang, Shaomin Zhang, Yiwen Wang, Xiaoxiang Zheng, Principe JC. Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3056-3059. PMID 28268956 DOI: 10.1109/EMBC.2016.7591374  0.76
2016 Silva CS, Hazrati MK, Keil A, Principe JC. Quantification of neural functional connectivity during an active avoidance task. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 708-711. PMID 28268426 DOI: 10.1109/EMBC.2016.7590800  0.96
2016 Loza CA, Principe JC, Loza CA, Principe JC, Loza CA, Principe JC. Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3720-3723. PMID 28227323 DOI: 10.1109/EMBC.2016.7591536  1
2016 Li H, Wang F, Zhang Q, Zhang S, Wang Y, Zheng X, Principe JC, Hongbao Li, Fang Wang, Qiaosheng Zhang, Shaomin Zhang, Yiwen Wang, Xiaoxiang Zheng, Principe JC, Wang Y, ... Principe JC, et al. Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3056-3059. PMID 28227163 DOI: 10.1109/EMBC.2016.7591374  1
2016 Silva CS, Hazrati MK, Keil A, Principe JC, Silva CS, Hazrati MK, Keil A, Principe JC, Keil A, Principe JC, Hazrati MK, Silva CS. Quantification of neural functional connectivity during an active avoidance task. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 708-711. PMID 28226596 DOI: 10.1109/EMBC.2016.7590800  0.96
2016 Xu G, Hu BG, Principe JC. Robust C-Loss Kernel Classifiers. Ieee Transactions On Neural Networks and Learning Systems. PMID 28055924 DOI: 10.1109/TNNLS.2016.2637351  0.76
2016 Chen B, Xing L, Xu B, Zhao H, Principe JC. Insights Into the Robustness of Minimum Error Entropy Estimation. Ieee Transactions On Neural Networks and Learning Systems. PMID 28026787 DOI: 10.1109/TNNLS.2016.2636160  1
2016 Ache BW, Hein AM, Bobkov YV, Principe JC. Smelling Time: A Neural Basis for Olfactory Scene Analysis. Trends in Neurosciences. PMID 27594700 DOI: 10.1016/j.tins.2016.08.002  0.68
2016 Choi JS, Brockmeier AJ, McNiel DB, Kraus LM, Príncipe JC, Francis JT. Eliciting naturalistic cortical responses with a sensory prosthesis via optimized microstimulation. Journal of Neural Engineering. 13: 056007. PMID 27518368 DOI: 10.1088/1741-2560/13/5/056007  1
2016 Dura-Bernal S, Li K, Neymotin SA, Francis JT, Principe JC, Lytton WW. Restoring Behavior via Inverse Neurocontroller in a Lesioned Cortical Spiking Model Driving a Virtual Arm. Frontiers in Neuroscience. 10: 28. PMID 26903796 DOI: 10.3389/fnins.2016.00028  1
2016 Park IJ, Hein AM, Bobkov YV, Reidenbach MA, Ache BW, Principe JC. Neurally Encoding Time for Olfactory Navigation. Plos Computational Biology. 12: e1004682. PMID 26730727 DOI: 10.1371/journal.pcbi.1004682  1
2016 Brockmeier AJ, Principe JC. Learning Recurrent Waveforms Within EEGs. Ieee Transactions On Bio-Medical Engineering. 63: 43-54. PMID 26571508 DOI: 10.1109/TBME.2015.2499241  1
2016 Zhao S, Chen B, Cao Z, Zhu P, Principe JC. Self-organizing kernel adaptive filtering Eurasip Journal On Advances in Signal Processing. 2016. DOI: 10.1186/s13634-016-0406-3  1
2016 You X, Guo W, Yu S, Li K, Principe JC, Tao D. Kernel Learning for Dynamic Texture Synthesis Ieee Transactions On Image Processing. 25: 4782-4795. DOI: 10.1109/TIP.2016.2598653  1
2016 Cao Z, Principe JC, Ouyang B. Information point set registration for shape recognition Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 2603-2607. DOI: 10.1109/ICASSP.2016.7472148  1
2016 Loza CA, Principe JC. Transient model of EEG using Gini Index-based matching pursuit Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 724-728. DOI: 10.1109/ICASSP.2016.7471770  1
2016 Ma W, Chen B, Zhao H, Gui G, Duan J, Principe JC. Sparse Least Logarithmic Absolute Difference Algorithm with Correntropy-Induced Metric Penalty Circuits, Systems, and Signal Processing. 35: 1077-1089. DOI: 10.1007/s00034-015-0098-1  1
2015 Hong Ji, Hazrati MKh, Badong Chen, Yonghong Liu, Keil A, Principe JC. Long-term scalp epileptic EEG quantification with GMA dynamics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 2892-5. PMID 26736896 DOI: 10.1109/EMBC.2015.7318996  1
2015 Wang F, Wang Y, Xu K, Li H, Liao Y, Zhang Q, Zhang S, Zheng X, Principe JC. Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. Ieee Transactions On Neural Networks and Learning Systems. PMID 26625423 DOI: 10.1109/TNNLS.2015.2493079  0.8
2015 Wang Y, She X, Liao Y, Li H, Zhang Q, Zhang S, Zheng X, Principe J. Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain Machine Interfaces. Ieee Transactions On Bio-Medical Engineering. PMID 26584486 DOI: 10.1109/TBME.2015.2500585  1
2015 Liao Y, She X, Wang Y, Zhang S, Zhang Q, Zheng X, Principe JC. Monte Carlo point process estimation of electromyographic envelopes from motor cortical spikes for brain-machine interfaces. Journal of Neural Engineering. 12: 066014. PMID 26468607 DOI: 10.1088/1741-2560/12/6/066014  1
2015 Li K, Principe JC. The Kernel Adaptive Autoregressive-Moving-Average Algorithm. Ieee Transactions On Neural Networks and Learning Systems. PMID 25935049 DOI: 10.1109/TNNLS.2015.2418323  0.92
2015 Bae J, Sanchez Giraldo LG, Pohlmeyer EA, Francis JT, Sanchez JC, Príncipe JC. Kernel temporal differences for neural decoding. Computational Intelligence and Neuroscience. 2015: 481375. PMID 25866504 DOI: 10.1155/2015/481375  1
2015 Khodam Hazrati M, Miskovic V, Príncipe JC, Keil A. Functional Connectivity in Frequency-Tagged Cortical Networks During Active Harm Avoidance. Brain Connectivity. 5: 292-302. PMID 25557925 DOI: 10.1089/brain.2014.0307  1
2015 Principe JC, Brockmeier AJ. Representing and decomposing neural potential signals. Current Opinion in Neurobiology. 31: 13-7. PMID 25113153 DOI: 10.1016/j.conb.2014.07.023  1
2015 Wu Z, Peng S, Chen B, Zhao H, Principe JC. Proportionate minimum error entropy algorithm for sparse system identification Entropy. 17: 5995-6006. DOI: 10.3390/e17095995  1
2015 Zhang Y, Chen B, Liu X, Yuan Z, Principe JC. Convergence of a fixed-point minimum error entropy algorithm Entropy. 17: 5549-5560. DOI: 10.3390/e17085549  1
2015 Wu Z, Peng S, Ma W, Chen B, Principe JC. Minimum error entropy algorithms with sparsity penalty constraints Entropy. 17: 3419-3437. DOI: 10.3390/e17053419  1
2015 Li K, Principe JC. The Kernel Adaptive Autoregressive-Moving-Average Algorithm Ieee Transactions On Neural Networks and Learning Systems. DOI: 10.1109/TNNLS.2015.2418323  0.76
2015 Sanchez Giraldo LG, Rao M, Principe JC. Measures of entropy from data using infinitely divisible Kernels Ieee Transactions On Information Theory. 61: 535-548. DOI: 10.1109/TIT.2014.2370058  1
2015 Chakrabarti S, Bongiovanni T, Judge J, Nagarajan K, Principe JC. Downscaling satellite-based soil moisture in heterogeneous regions using high-resolution remote sensing products and information theory: A synthetic study Ieee Transactions On Geoscience and Remote Sensing. 53: 85-101. DOI: 10.1109/TGRS.2014.2318699  1
2015 Li K, Dura-Bernal S, Francis JT, Lytton WW, Principe JC. Repairing lesions via kernel adaptive inverse control in a biomimetic model of sensorimotor cortex International Ieee/Embs Conference On Neural Engineering, Ner. 2015: 478-481. DOI: 10.1109/NER.2015.7146663  1
2015 Emigh M, Kriminger E, Principe JC. A model based approach to exploration of continuous-state MDPs using Divergence-to-Go Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324371  1
2015 Nallathambi G, Principe JC, Euliano NR. Pulse based signal processing for systolic peak recognition Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324322  0.6
2015 Principe JC, Chen B. Universal approximation with convex optimization: Gimmick or reality? [Discussion Forum] Ieee Computational Intelligence Magazine. 10: 68-77. DOI: 10.1109/MCI.2015.2405352  1
2015 Chen B, Wang J, Zhao H, Zheng N, Principe JC. Convergence of a fixed-point algorithm under maximum correntropy criterion Ieee Signal Processing Letters. 22: 1723-1727. DOI: 10.1109/LSP.2015.2428713  1
2015 Hazrati MK, Keil A, Príncipe JC. Directed generalized measure of association: A data driven approach towards causal inference Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280814  1
2015 Santana E, Principe JC. Mixed generative and supervised learning modes in Deep Predictive Coding Networks Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280746  1
2015 Santana E, Cinar GT, Principe JC. Parallel flow in Deep Predictive Coding Networks Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280744  1
2015 Wang R, Chen B, Zheng N, Principe JC. A variable step-size adaptive algorithm under maximum correntropy criterion Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280711  1
2015 Chen B, Wang R, Zheng N, Principe JC. On initial convergence behavior of the kernel least mean square algorithm Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280710  1
2015 Chen B, Wang R, Zheng N, Principe JC. Exponential C-Loss for data fitting Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280708  1
2015 Emigh M, Kriminger E, Principe JC. Linear discriminant analysis with an information divergence criterion Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280693  1
2015 Cao Z, Principe JC, Ouyang B. Group feature selection in image classification with multiple kernel learning Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280634  1
2015 Wang W, Zhao J, Qu H, Chen B, Principe JC. A switch kernel width method of correntropy for channel estimation Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280632  1
2015 Qi Y, Cinar GT, Souza VMA, Batista GEAPA, Wang Y, Principe JC. Effective insect recognition using a stacked autoencoder with maximum correntropy criterion Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280418  1
2015 Ma W, Qu H, Zhao J, Chen B, Principe JC. Sparsity aware minimum error entropy algorithms Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 2179-2183. DOI: 10.1109/ICASSP.2015.7178357  1
2015 Brockmeier AJ, Principe JC. Explicit versus implicit source estimation for blind multiple input single output system identification Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 2140-2144. DOI: 10.1109/ICASSP.2015.7178349  1
2015 Santana E, Dockendorf K, Principe JC. Learning joint features for color and depth images with Convolutional Neural Networks for object classification Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 1320-1323. DOI: 10.1109/ICASSP.2015.7178184  1
2015 Da Silva C, Barros AK, Santana E, De Araújo MAF, Lopes MVDS, Fonseca JV, Principe JC. An algorithm based on non-squared sum of the errors Signal Processing. 117: 188-191. DOI: 10.1016/j.sigpro.2015.03.012  1
2015 Estevez PA, Principe JC. Special Issue on Advances in Self-organizing Maps Neurocomputing. 147: 1-2. DOI: 10.1016/j.neucom.2014.04.010  1
2015 Chalasani R, Principe JC. Self-organizing maps with information theoretic learning Neurocomputing. 147: 3-14. DOI: 10.1016/j.neucom.2013.12.059  1
2015 Fontes AIR, De M. Martins A, Silveira LFQ, Principe JC. Performance evaluation of the correntropy coefficient in automatic modulation classification Expert Systems With Applications. 42: 1-8. DOI: 10.1016/j.eswa.2014.07.023  1
2015 Chen B, Xing L, Wu Z, Liang J, Príncipe JC, Zheng N. Smoothed least mean p-power error criterion for adaptive filtering Digital Signal Processing: a Review Journal. 40: 154-163. DOI: 10.1016/j.dsp.2015.02.009  1
2015 Chen L, Qu H, Zhao J, Chen B, Principe JC. Efficient and robust deep learning with Correntropy-induced loss function Neural Computing and Applications. DOI: 10.1007/s00521-015-1916-x  1
2015 Chen B, Liu W, Principe JC. Theoretical methods in machine learning Springer Handbook of Computational Intelligence. 523-543. DOI: 10.1007/978-3-662-43505-22  1
2015 Dai Z, Príncipe JC, Bezerianos A, Thakor NV. Cognitive workload discrimination in flight simulation task using a generalized measure of association Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9491: 692-699. DOI: 10.1007/978-3-319-26555-1_78  1
2015 Tavares VG, Duarte C, Guedes De Oliveira P, Príncipe JC. Filter & hold: A mixed continuous-/discrete-time technique for time-constant scaling International Journal of Circuit Theory and Applications. 43: 1832-1844. DOI: 10.1002/cta.2046  1
2014 Hasanbelliu E, Sanchez Giraldo L, Principe JC. Information Theoretic Shape Matching. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 2436-51. PMID 26353150 DOI: 10.1109/TPAMI.2014.2324585  1
2014 Loza CA, Philips GR, Hazrati MKh, Daly JJ, Principe JC. Classification of hand movement direction based on EEG high-gamma activity. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6509-12. PMID 25571487 DOI: 10.1109/EMBC.2014.6945119  1
2014 Philips GR, Hazrati MKh, Daly JJ, Principe JC. Addressing low frequency movement artifacts in EEG signal recorded during center-out reaching tasks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6497-500. PMID 25571484 DOI: 10.1109/EMBC.2014.6945116  1
2014 Xiaowei Ren, Pengju Ren, Badong Chen, Principe JC, Nanning Zheng. A reconfigurable parallel acceleration platform for evaluation of permutation entropy. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 5735-8. PMID 25571298 DOI: 10.1109/EMBC.2014.6944930  1
2014 Santana E, Brockmeier AJ, Principe JC. Joint optimization of algorithmic suites for EEG analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 2997-3000. PMID 25570621 DOI: 10.1109/EMBC.2014.6944253  1
2014 Chalasani R, Principe JC. Context Dependent Encoding Using Convolutional Dynamic Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 25376046 DOI: 10.1109/TNNLS.2014.2360060  1
2014 Li L, Brockmeier AJ, Choi JS, Francis JT, Sanchez JC, Príncipe JC. A tensor-product-kernel framework for multiscale neural activity decoding and control. Computational Intelligence and Neuroscience. 2014: 870160. PMID 24829569 DOI: 10.1155/2014/870160  1
2014 Brockmeier AJ, Choi JS, Kriminger EG, Francis JT, Principe JC. Neural decoding with kernel-based metric learning. Neural Computation. 26: 1080-107. PMID 24684447 DOI: 10.1162/NECO_a_00591  1
2014 Seth S, Príncipe JC. Learning dependence from samples. International Journal of Bioinformatics Research and Applications. 10: 43-58. PMID 24449692 DOI: 10.1504/IJBRA.2014.058777  1
2014 Park IM, Bobkov YV, Ache BW, Príncipe JC. Intermittency coding in the primary olfactory system: a neural substrate for olfactory scene analysis. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 941-52. PMID 24431452 DOI: 10.1523/JNEUROSCI.2204-13.2014  1
2014 Nallathambi G, Príncipe JC. Integrate and fire pulse train automaton for QRS detection. Ieee Transactions On Bio-Medical Engineering. 61: 317-26. PMID 24107919 DOI: 10.1109/TBME.2013.2282954  0.92
2014 Chen B, Wang G, Zheng N, Principe JC. An extended result on the optimal estimation under the minimum error entropy criterion Entropy. 16: 2223-2233. DOI: 10.3390/e16042223  1
2014 Chen B, Wang G, Zheng N, Principe JC. A note on the W-S lower bound of the MEE estimation Entropy. 16: 814-824. DOI: 10.3390/e16020814  1
2014 Hasanbelliu E, Giraldo LS, Principe JC. Information theoretic shape matching Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 2436-2451. DOI: 10.1109/TPAMI.2014.2324585  1
2014 Principe JC. Editorial Ieee Reviews in Biomedical Engineering. 7: 1-2. DOI: 10.1109/RBME.2014.2310831  1
2014 Wu Z, Pan G, Principe JC, Cichocki A. Cyborg intelligence: Towards bio-machine intelligent systems Ieee Intelligent Systems. 29: 2-4. DOI: 10.1109/MIS.2014.94  1
2014 Huijse P, Estevez PA, Protopapas P, Principe JC, Zegers P. Computational intelligence challenges and applications on large-scale astronomical time series databases Ieee Computational Intelligence Magazine. 9: 27-39. DOI: 10.1109/MCI.2014.2326100  1
2014 Principe JC, Chalasani R. Cognitive architectures for sensory processing Proceedings of the Ieee. 102: 514-525. DOI: 10.1109/JPROC.2014.2307023  1
2014 Principe JC. On the importance of synergisms between neuroscience and engineering Proceedings of the Ieee. 102: 526-527. DOI: 10.1109/JPROC.2014.2307020  1
2014 Kriminger E, Cobb JT, Principe JC. Online Active Learning for Automatic Target Recognition Ieee Journal of Oceanic Engineering. DOI: 10.1109/JOE.2014.2340353  1
2014 Pokharel R, Seth S, Principe JC. Quantized mixture kernel least mean square Proceedings of the International Joint Conference On Neural Networks. 4168-4174. DOI: 10.1109/IJCNN.2014.6889975  1
2014 Bae J, Giraldo LGS, Principe JC, Francis JT. Correntropy kernel temporal differences for reinforcement learning brain machine interfaces Proceedings of the International Joint Conference On Neural Networks. 2713-2717. DOI: 10.1109/IJCNN.2014.6889958  1
2014 Burt R, Cinar GT, Principe JC. Pitch estimation using non-negative matrix factorization Proceedings of the International Joint Conference On Neural Networks. 2058-2062. DOI: 10.1109/IJCNN.2014.6889864  1
2014 Cinar GT, Loza CA, Principe JC. Hierarchical Linear Dynamical Systems: A new model for clustering of time series Proceedings of the International Joint Conference On Neural Networks. 2464-2470. DOI: 10.1109/IJCNN.2014.6889858  1
2014 Chen B, Yang X, Ji H, Qu H, Zheng N, Principe JC. Trimmed affine projection algorithms Proceedings of the International Joint Conference On Neural Networks. 1923-1928. DOI: 10.1109/IJCNN.2014.6889751  1
2014 Xu G, Hu BG, Principe JC. An asymmetric stagewise least square loss function for imbalanced classification Proceedings of the International Joint Conference On Neural Networks. 1107-1114. DOI: 10.1109/IJCNN.2014.6889606  1
2014 Kianpour I, Hussain B, Tavares VG, Principe J. An energy study on IR-UWB transmitter using integration-and-fire modulation Proceedings - Ieee International Conference On Ultra-Wideband. 479-483. DOI: 10.1109/ICUWB.2014.6959029  1
2014 Chalasani R, Principe JC. Dynamic sparse coding with smoothing proximal gradient method Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 7188-7192. DOI: 10.1109/ICASSP.2014.6854995  1
2014 Cinar GT, Principe JC. Clustering of time series using a hierarchical linear dynamical system Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6741-6745. DOI: 10.1109/ICASSP.2014.6854905  1
2014 Chen B, Yang X, Qu H, Zhao J, Zheng N, Principe JC. Feature selection based on survival Cauchy-Schwartz mutual information Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6711-6715. DOI: 10.1109/ICASSP.2014.6854899  1
2014 Chen B, Zheng N, Principe JC. Sparse kernel recursive least squares using L1 regularization and a fixed-point sub-iteration Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5257-5261. DOI: 10.1109/ICASSP.2014.6854606  1
2014 Brockmeier AJ, Santanna E, Giraldo LGS, Principe JC. Projentropy: Using entropy to optimize spatial projections Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4538-4542. DOI: 10.1109/ICASSP.2014.6854461  1
2014 Alvarez-Meza A, Castellanos-Dominguez G, Principe JC. Functional relevant multichannel kernel adaptive filter for human activity analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4369-4373. DOI: 10.1109/ICASSP.2014.6854427  1
2014 Singh A, Pokharel R, Principe J. The C-loss function for pattern classification Pattern Recognition. 47: 441-453. DOI: 10.1016/j.patcog.2013.07.017  1
2014 Ruano AE, Sam Ge S, Guerra TM, Lewis FL, Principe JC, Colnarič M. Computational intelligence in control Annual Reviews in Control. 38: 233-242. DOI: 10.1016/j.arcontrol.2014.09.006  1
2014 Martins A, Duarte A, Dantas J, Principe JC. A New Clustering Separation Measure Based on Negentropy Journal of Control, Automation and Electrical Systems. 26: 28-45. DOI: 10.1007/s40313-014-0155-1  1
2014 Syed MN, Pardalos PM, Principe JC. On the optimization properties of the correntropic loss function in data analysis Optimization Letters. 8: 823-839. DOI: 10.1007/s11590-013-0626-5  1
2014 Craciun S, Kirchgessner R, George AD, Lam H, Principe JC. A real-time, power-efficient architecture for mean-shift image segmentation Journal of Real-Time Image Processing. DOI: 10.1007/s11554-014-0459-1  1
2013 Principe JC. The cortical mouse: a piece of forgotten history in noninvasive brain–computer interfaces. Ieee Pulse. 4: 26-9. PMID 25373024 DOI: 10.1109/MPUL.2013.2261329  1
2013 Chen B, Zhao S, Zhu P, Príncipe JC. Quantized kernel recursive least squares algorithm. Ieee Transactions On Neural Networks and Learning Systems. 24: 1484-91. PMID 24808586 DOI: 10.1109/TNNLS.2013.2258936  1
2013 Wan L, Fadlallah BH, Keil A, Principe JC. Quantifying cognitive state from EEG using phase synchrony. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5809-12. PMID 24111059 DOI: 10.1109/EMBC.2013.6610872  1
2013 Brockmeier AJ, Sanchez Giraldo LG, Emigh MS, Bae J, Choi JS, Francis JT, Principe JC. Information-theoretic metric learning: 2-D linear projections of neural data for visualization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5586-9. PMID 24111003 DOI: 10.1109/EMBC.2013.6610816  1
2013 Bae J, Sanchez Giraldo LG, Pohlmeyer EA, Sanchez JC, Principe JC. A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5402-5. PMID 24110957 DOI: 10.1109/EMBC.2013.6610770  1
2013 Fadlallah BH, Keil A, Príncipe JC. Functional dependence in the human brain: a graph theoretical analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 2948-51. PMID 24110345 DOI: 10.1109/EMBC.2013.6610158  1
2013 Park IJ, Bobkov YV, Ache BW, Principe JC. Quantifying bursting neuron activity from calcium signals using blind deconvolution. Journal of Neuroscience Methods. 218: 196-205. PMID 23711821 DOI: 10.1016/j.jneumeth.2013.05.007  1
2013 Fadlallah B, Chen B, Keil A, Príncipe J. Weighted-permutation entropy: a complexity measure for time series incorporating amplitude information. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 87: 022911. PMID 23496595 DOI: 10.1103/PhysRevE.87.022911  1
2013 Li L, Park IM, Brockmeier A, Chen B, Seth S, Francis JT, Sanchez JC, Príncipe JC. Adaptive inverse control of neural spatiotemporal spike patterns with a reproducing kernel Hilbert space (RKHS) framework. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 21: 532-43. PMID 22868633 DOI: 10.1109/TNSRE.2012.2200300  1
2013 Carvalho ARF, Tavares JMRS, Principe JC. A novel nonparametric distance estimator for densities with error bounds Entropy. 15: 1609-1623. DOI: 10.3390/e15051609  1
2013 Coyle D, Principe J, Lotte F, Nijholt A. Guest editorial: Brain/neuronal-computer game interfaces and interaction Ieee Transactions On Computational Intelligence and Ai in Games. 5: 77-81. DOI: 10.1109/TCIAIG.2013.2264736  1
2013 Brockmeier AJ, Giraldo LGS, Choi JS, Francis JT, Principe JC. Learning multiscale neural metrics via entropy minimization International Ieee/Embs Conference On Neural Engineering, Ner. 247-250. DOI: 10.1109/NER.2013.6695918  1
2013 Muller KR, Adali T, Fukumizu K, Principe JC, Theodoridis S. Special issue on advances in kernel-based learning for signal processing [from the guest editors] Ieee Signal Processing Magazine. 30: 14-15. DOI: 10.1109/MSP.2013.2253031  1
2013 Park IM, Seth S, Paiva ARC, Li L, Principe JC. Kernel methods on spike train space for neuroscience: A tutorial Ieee Signal Processing Magazine. 30: 149-160. DOI: 10.1109/MSP.2013.2251072  1
2013 Wu Z, Reddy R, Pan G, Zheng N, Verschure PFMJ, Zhang Q, Zheng X, Principe JC, Kreilinger A, Rohm M, Kaiser V, Leeb R, Rupp R, Muller-Putz GR. The convergence of machine and biological intelligence Ieee Intelligent Systems. 28: 28-43. DOI: 10.1109/MIS.2013.137  1
2013 Syed M, Pardalos P, Principe J. Invexity of the minimum error entropy criterion Ieee Signal Processing Letters. 20: 1159-1162. DOI: 10.1109/LSP.2013.2283425  1
2013 Fadlallah BH, Principe JC. Diffusion least-mean squares over adaptive networks with dynamic topologies Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6707141  1
2013 Li K, Chen B, Principe JC. Kernel adaptive filtering with confidence intervals Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6707045  1
2013 Lee J, Zhu P, Principe JC. A parameter-free kernel design based on cumulative distribution function for correntropy Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6707021  1
2013 Pokharel R, Seth S, Principe JC. Mixture kernel least mean square Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706867  1
2013 Chen B, Zheng N, Principe JC. Survival kernel with application to kernel adaptive filtering Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706866  1
2013 Zhu P, Principe JC. Analysis on extended kernel recursive least squares algorithm Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706865  1
2013 Chalasani R, Principe JC, Ramakrishnan N. A fast proximal method for convolutional sparse coding Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706854  1
2013 Brockmeier AJ, Principe JC, Phan AH, Cichocki A. A greedy algorithm for model selection of tensor decompositions Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6113-6117. DOI: 10.1109/ICASSP.2013.6638839  1
2013 Zhu P, Principe JC. Kernel recurrent system trained by real-time recurrent learning algorithm Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3572-3576. DOI: 10.1109/ICASSP.2013.6638323  1
2013 Craciun S, Wang G, George AD, Lam H, Principe JC. A scalable RC architecture for mean-shift clustering Proceedings of the International Conference On Application-Specific Systems, Architectures and Processors. 370-374. DOI: 10.1109/ASAP.2013.6567603  1
2013 Chen B, Zhu Y, Hu J, Principe J. System Parameter Identification: Information Criteria and Algorithms System Parameter Identification: Information Criteria and Algorithms. 1-249.  1
2012 Seth S, Príncipe JC. Assessing Granger non-causality using nonparametric measure of conditional independence. Ieee Transactions On Neural Networks and Learning Systems. 23: 47-59. PMID 24808455 DOI: 10.1109/TNNLS.2011.2178327  1
2012 Chen B, Zhao S, Zhu P, Príncipe JC. Quantized kernel least mean square algorithm. Ieee Transactions On Neural Networks and Learning Systems. 23: 22-32. PMID 24808453 DOI: 10.1109/TNNLS.2011.2178446  1
2012 Fadlallah BH, Brockmeier AJ, Seth S, Li L, Keil A, Príncipe JC. An association framework to analyze dependence structure in time series. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6176-9. PMID 23367339 DOI: 10.1109/EMBC.2012.6347404  1
2012 Brockmeier AJ, Choi JS, Emigh MS, Li L, Francis JT, Principe JC. Subspace matching thalamic microstimulation to tactile evoked potentials in rat somatosensory cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2957-60. PMID 23366545 DOI: 10.1109/EMBC.2012.6346584  1
2012 Liao Y, Wang Y, Zheng X, Principe JC. Mutual information analysis on non-stationary neuron importance for brain machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2748-51. PMID 23366494 DOI: 10.1109/EMBC.2012.6346533  1
2012 Brockmeier AJ, Hazrati MKh, Freeman WJ, Li L, Príncipe JC. Locating spatial patterns of waveforms during sensory perception in scalp EEG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2531-4. PMID 23366440 DOI: 10.1109/EMBC.2012.6346479  1
2012 Li L, Choi JS, Francis JT, Sanchez JC, Príncipe JC. Decoding stimuli from multi-source neural responses. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 1331-4. PMID 23366144 DOI: 10.1109/EMBC.2012.6346183  1
2012 Fadlallah B, Seth S, Keil A, Príncipe J. Quantifying cognitive state from EEG using dependence measures. Ieee Transactions On Bio-Medical Engineering. 59: 2773-81. PMID 22851234 DOI: 10.1109/TBME.2012.2210283  1
2012 Bobkov Y, Park I, Park I, Ukhanov K, Principe J, Ache B. Cellular basis for response diversity in the olfactory periphery. Plos One. 7: e34843. PMID 22514675 DOI: 10.1371/journal.pone.0034843  1
2012 Park IM, Seth S, Rao M, Príncipe JC. Strictly positive-definite spike train kernels for point-process divergences. Neural Computation. 24: 2223-50. PMID 22509968 DOI: 10.1162/NECO_a_00309  1
2012 Singh Alvarado A, Lakshminarayan C, Principe JC. Time-based compression and classification of heartbeats. Ieee Transactions On Bio-Medical Engineering. 59: 1641-8. PMID 22453601 DOI: 10.1109/TBME.2012.2191407  1
2012 Seth S, Príncipe JC. Conditional association. Neural Computation. 24: 1882-905. PMID 22428596 DOI: 10.1162/NECO_a_00298  0.92
2012 Sanchez J, Lytton W, Carmena J, Principe J, Fortes J, Barbour R, Francis J. Dynamically repairing and replacing neural networks: using hybrid computational and biological tools. Ieee Pulse. 3: 57-9. PMID 22344954 DOI: 10.1109/MPUL.2011.2175640  1
2012 Zhu P, Chen B, Príncipe JC. A novel extended kernel recursive least squares algorithm. Neural Networks : the Official Journal of the International Neural Network Society. 32: 349-57. PMID 22326204 DOI: 10.1016/j.neunet.2011.12.006  0.84
2012 Li L, Park IM, Seth S, Sanchez JC, Principe JC. Functional connectivity dynamics among cortical neurons: a dependence analysis. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 20: 18-30. PMID 22194249 DOI: 10.1109/TNSRE.2011.2176749  1
2012 Chen B, Principe JC. On the smoothed minimum error entropy criterion badong chen Entropy. 14: 2311-2323. DOI: 10.3390/e14112311  1
2012 Chen B, Principe JC. Some Further Results on the Minimum Error Entropy Estimation Entropy. 14: 966-977. DOI: 10.3390/e14050966  1
2012 Chen B, Principe JC, Hu J, Zhu Y. Stochastic information gradient algorithm with generalized gaussian distribution model Journal of Circuits, Systems and Computers. 21. DOI: 10.1142/S0218126612500065  1
2012 Chalasani R, Principe JC. Temporal context in object recognition Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. DOI: 10.1109/MLSP.2012.6349758  1
2012 Kampa K, Hasanbelliu E, Cobb JT, Principe JC, Slatton KC. Deformable Bayesian network: A robust framework for underwater sensor fusion Ieee Journal of Oceanic Engineering. 37: 166-184. DOI: 10.1109/JOE.2011.2180057  1
2012 Hasanbelliu E, Kampa K, Principe JC, Cobb JT. Online learning using a Bayesian surprise metric Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252734  1
2012 Chalasani R, Cinar GT, Principe JC. Sequential causal estimation and learning from time-varying images Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252480  1
2012 Chen B, Zhao S, Seth S, Principe JC. Online efficient learning with quantized KLMS and L 1 regularization Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252455  1
2012 Kampa K, Principe JC, Putthividhya D, Rangarajan A. Data-driven tree-structured Bayesian network for image segmentation Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2213-2216. DOI: 10.1109/ICASSP.2012.6288353  1
2012 Fadlallah BH, Seth S, Keil A, Príncipe JC. Analyzing dependence structure of the human brain in response to visual stimuli Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 745-748. DOI: 10.1109/ICASSP.2012.6287991  1
2012 Lee J, Principe JC. Correntropy-based spectrum sensing for wireless microphones in man-made noise environments 2012 3rd International Workshop On Cognitive Information Processing, Cip 2012. DOI: 10.1109/CIP.2012.6232937  1
2012 Krusienski DJ, McFarland DJ, Principe JC. BCI Signal Processing: Feature Extraction Brain-Computer Interfaces: Principles and Practice. DOI: 10.1093/acprof:oso/9780195388855.003.0007  1
2012 Santana E, Principe JC, Kardec Barros A. Extraction of signals with higher order temporal structure using Correntropy Signal Processing. 92: 1844-1852. DOI: 10.1016/j.sigpro.2011.12.025  1
2012 Daza-Santacoloma G, Castellanos-Dominguez G, Principe JC. Locally linear embedding based on correntropy measure for visualization and classification Neurocomputing. 80: 19-30. DOI: 10.1016/j.neucom.2011.09.015  1
2012 Syed MN, Principe JC, Pardalos PM. Correntropy in data classification Springer Proceedings in Mathematics and Statistics. 20: 81-117. DOI: 10.1007/978-1-4614-3906-6_5  1
2012 Martinez-Rego D, Kriminger E, Principe JC, Fontenla-Romero O, Alonso-Betanzos A. One-class classifier based on extreme value statistics Esann 2012 Proceedings, 20th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning. 405-410.  1
2011 Bae J, Chhatbar P, Francis JT, Sanchez JC, Principe JC. Reinforcement learning via kernel temporal difference. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 5662-5. PMID 22255624 DOI: 10.1109/IEMBS.2011.6091370  1
2011 Craciun S, Brockmeier AJ, George AD, Lam H, Príncipe JC. An information-theoretic approach to motor action decoding with a reconfigurable parallel architecture. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 4621-4. PMID 22255367 DOI: 10.1109/IEMBS.2011.6091144  1
2011 Fadlallah BH, Seth S, Keil A, Príncipe JC. Robust EEG preprocessing for dependence-based condition discrimination. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 1407-10. PMID 22254581 DOI: 10.1109/IEMBS.2011.6090331  1
2011 Brockmeier AJ, Choi JS, Distasio MM, Francis JT, Príncipe JC. Optimizing microstimulation using a reinforcement learning framework. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 1069-72. PMID 22254498 DOI: 10.1109/IEMBS.2011.6090249  1
2011 Lucena F, Barros AK, Príncipe JC, Ohnishi N. Statistical coding and decoding of heartbeat intervals. Plos One. 6: e20227. PMID 21694763 DOI: 10.1371/journal.pone.0020227  0.36
2011 Xia Y, Jelfs B, Van Hulle MM, Principe JC, Mandic DP. An augmented echo state network for nonlinear adaptive filtering of complex noncircular signals. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 22: 74-83. PMID 21075724 DOI: 10.1109/TNN.2010.2085444  0.36
2011 Jarchi D, Sanei S, Principe JC, Makkiabadi B. A new spatiotemporal filtering method for single-trial estimation of correlated ERP subcomponents. Ieee Transactions On Bio-Medical Engineering. 58: 132-43. PMID 20923728 DOI: 10.1109/TBME.2010.2083660  1
2011 Craciun S, Cheney D, Gugel K, Sanchez JC, Principe JC. Wireless transmission of neural signals using entropy and mutual information compression. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 19: 35-44. PMID 20813651 DOI: 10.1109/TNSRE.2010.2070078  1
2011 Kampa K, Principe JC, Cobb JT, Rangarajan A. Deformable Bayesian networks for data clustering and fusion Proceedings of Spie - the International Society For Optical Engineering. 8017. DOI: 10.1117/12.883096  1
2011 Seth S, Rao M, Park I, Príncipe JC. A unified framework for quadratic measures of independence Ieee Transactions On Signal Processing. 59: 3624-3635. DOI: 10.1109/TSP.2011.2153197  1
2011 Mahmoudi B, Principe JC, Sanchez JC. Symbiotic Brain-Machine Interface decoding using simultaneous motor and reward neural representation 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 597-600. DOI: 10.1109/NER.2011.5910619  1
2011 Rattanatamrong P, Matsunaga A, Brockmeier AJ, Sanchez JC, Principe JC, Fortes J. Towards closed-loop brain-machine experiments across wide-area networks 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 453-456. DOI: 10.1109/NER.2011.5910584  1
2011 Brockmeier AJ, Kriminger EG, Sanchez JC, Príncipe JC. Latent state visualization of neural firing rates 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 144-147. DOI: 10.1109/NER.2011.5910509  1
2011 Li L, Brockmeier A, Francis JT, Sanchez JC, Principe JC. An adaptive inverse controller for online somatosensory microstimulation optimization 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 13-16. DOI: 10.1109/NER.2011.5910478  1
2011 Mishra BP, Principe JC, Estévez PA, Protopapas P. Estimation of periodicity in non-uniformly sampled astronomical data using a 2D kernel in correntropy Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064635  1
2011 Bae J, Giraldo LS, Chhatbar P, Francis J, Sanchez J, Principe J. Stochastic kernel temporal difference for reinforcement learning Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064634  1
2011 Sanchez Giraldo LG, Principe JC. A reproducing kernel Hilbert space formulation of the principle of relevant information Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064633  1
2011 Kampa K, Putthividhya D, Principe JC. Irregular Tree-Structured Bayesian Network for image segmentation Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064604  1
2011 Li L, Park IM, Seth S, Choi JS, Francis JT, Sanchez JC, Príncipe JC. An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS) Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064603  1
2011 Brockmeier AJ, Príncipe JC, Mahmoudi B, Sanchez JC. Efficient temporal decomposition of local field potentials Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064598  1
2011 Rastogi M, Singh Alvarado A, Harris JG, Principe JC. Integrate and fire circuit as an ADC replacement Proceedings - Ieee International Symposium On Circuits and Systems. 2421-2424. DOI: 10.1109/ISCAS.2011.5938092  1
2011 Singh Alvarado A, Rastogi M, Harris JG, Principe JC. The integrate-and-fire sampler: A special type of asynchronous ∑-δ Modulator Proceedings - Ieee International Symposium On Circuits and Systems. 2031-2034. DOI: 10.1109/ISCAS.2011.5937995  1
2011 Seth S, Brockmeier AJ, Choi JS, Semework M, Francis JT, Príncipe JC. Evaluating dependence in spike train metric spaces Proceedings of the International Joint Conference On Neural Networks. 2645-2652. DOI: 10.1109/IJCNN.2011.6033564  1
2011 Kampa K, Hasanbelliu E, Principe JC. Closed-form cauchy-schwarz PDF divergence for mixture of Gaussians Proceedings of the International Joint Conference On Neural Networks. 2578-2585. DOI: 10.1109/IJCNN.2011.6033555  1
2011 Chalasani R, Principe JC. Sparse analog associative memory via L1-regularization and thresholding Proceedings of the International Joint Conference On Neural Networks. 1994-1999. DOI: 10.1109/IJCNN.2011.6033470  1
2011 Park I, Seth S, Rao M, Príncipe JC. Estimation of symmetric chi-square divergence for point processes Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016-2019. DOI: 10.1109/ICASSP.2011.5946907  1
2011 Seth S, Brockmeier AJ, Principe JC. A metric approach toward point process divergence Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2104-2107. DOI: 10.1109/ICASSP.2011.5946741  1
2011 Alvarado AS, Principe JC. From compressive to adaptive sampling of neural and ECG recordings Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 633-636. DOI: 10.1109/ICASSP.2011.5946483  1
2011 Chen B, Zhu Y, Hu J, Principe JC. A variable step-size SIG algorithm for realizing the optimal adaptive FIR filter International Journal of Control, Automation and Systems. 9: 1049-1055. DOI: 10.1007/s12555-011-0604-6  1
2010 Brockmeier AJ, Park I, Mahmoudi B, Sanchez JC, Principe JC. Spatio-temporal clustering of firing rates for neural state estimation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 6023-6. PMID 21097115 DOI: 10.1109/IEMBS.2010.5627600  1
2010 Li L, Park I, Seth S, Sanchez JC, Principe JC. Neuronal functional connectivity dynamics in cortex: An MSC-based analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4136-9. PMID 21096881 DOI: 10.1109/IEMBS.2010.5627362  1
2010 Mahmoudi B, Principe JC, Sanchez JC. Extracting an evaluative feedback from the brain for adaptation of motor neuroprosthetic decoders. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 1682-5. PMID 21096396 DOI: 10.1109/IEMBS.2010.5626827  1
2010 Rattanatamrong P, Matsunaga A, Raiturkar P, Mesa D, Zhao M, Mahmoudi B, Digiovanna J, Principe J, Figueiredo R, Sanchez J, Fortes J. Model development, testing and experimentation in a CyberWorkstation for Brain-Machine Interface research. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4339-42. PMID 21096000 DOI: 10.1109/IEMBS.2010.5626234  1
2010 Wang Y, Principe JC. Instantaneous estimation of motor cortical neural encoding for online brain-machine interfaces. Journal of Neural Engineering. 7: 056010. PMID 20841635 DOI: 10.1088/1741-2560/7/5/056010  1
2010 Mammone N, Principe JC, Morabito FC, Shiau DS, Sackellares JC. Visualization and modelling of STLmax topographic brain activity maps. Journal of Neuroscience Methods. 189: 281-94. PMID 20363254 DOI: 10.1016/j.jneumeth.2010.03.027  0.8
2010 Digiovanna J, Rattanatamrong P, Zhao M, Mahmoudi B, Hermer L, Figueiredo R, Principe JC, Fortes J, Sanchez JC. Cyber-workstation for computational neuroscience. Frontiers in Neuroengineering. 2: 17. PMID 20126436 DOI: 10.3389/neuro.16.017.2009  1
2010 Cobb JT, Slatton KC, Principe J. A method to simulate synthetic aperture sonar images with parameterized autocorrelation functions Proceedings of Spie - the International Society For Optical Engineering. 7664. DOI: 10.1117/12.851110  1
2010 Principe JC. IEEE Reviews in Biomedical Engineering: Editorial Ieee Reviews in Biomedical Engineering. 3: 1-2. DOI: 10.1109/RBME.2010.2089373  1
2010 Chalasani R, Principe JC. Self organizing maps with the correntropy induced metric Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2010.5596565  1
2010 Singh A, Principe JC. A loss function for classification based on a robust similarity metric Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2010.5596485  1
2010 Kong L, Principe JC. Life detection based on Correntropy Spectral Density International Conference On Signal Processing Proceedings, Icsp. 168-171. DOI: 10.1109/ICOSP.2010.5657116  1
2010 Kampa K, Principe JC, Slatton KC. Dynamic factor graphs: A novel framework for multiple features data fusion Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2106-2109. DOI: 10.1109/ICASSP.2010.5495145  1
2010 Park I, Príncipe JC. Quantification of inter-trial non-stationarity in spike trains from periodically stimulated neural cultures Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5442-5445. DOI: 10.1109/ICASSP.2010.5494920  1
2010 Craciun S, George AD, Lam H, Principe JC. A parallel hardware architecture for information-theoretic adaptive filtering Proceedings - 2010 4th International Workshop On High-Performance Reconfigurable Computing Technology and Applications, Hprcta'10, Held in Conjunction With Sc10. DOI: 10.1109/HPRCTA.2010.5670798  1
2010 Paiva ARC, Park I, Príncipe JAC. Inner Products for Representation and Learning in the Spike Train Domain Statistical Signal Processing For Neuroscience and Neurotechnology. 265-309. DOI: 10.1016/B978-0-12-375027-3.00008-9  0.88
2010 Paiva ARC, Park I, Príncipe JC. A comparison of binless spike train measures Neural Computing and Applications. 19: 405-419. DOI: 10.1007/s00521-009-0307-6  1
2009 Li L, Seth S, Park I, Sanchez JC, Principe JC. Estimation and visualization of neuronal functional connectivity in motor tasks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 2926-9. PMID 19964602 DOI: 10.1109/IEMBS.2009.5333991  1
2009 Kwon J, Seth S, Keil A, Principe JC. Estimation of instantaneous power in the EEG to assess brain connectivity with high temporal resolution. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 332-5. PMID 19964219 DOI: 10.1109/IEMBS.2009.5333720  1
2009 Mahmoudi B, Principe JC, Sanchez JC. An Actor-Critic architecture and simulator for goal-directed Brain-Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 3365-8. PMID 19963795 DOI: 10.1109/IEMBS.2009.5332825  1
2009 Liu W, Park I, Principe JC. An information theoretic approach of designing sparse kernel adaptive filters. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 1950-61. PMID 19923047 DOI: 10.1109/TNN.2009.2033676  1
2009 Gunduz A, Sanchez JC, Carney PR, Principe JC. Mapping broadband electrocorticographic recordings to two-dimensional hand trajectories in humans Motor control features. Neural Networks : the Official Journal of the International Neural Network Society. 22: 1257-70. PMID 19647981 DOI: 10.1016/j.neunet.2009.06.036  1
2009 Wang Y, Principe JC, Sanchez JC. Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. Neural Networks : the Official Journal of the International Neural Network Society. 22: 781-90. PMID 19615852 DOI: 10.1016/j.neunet.2009.06.007  1
2009 Wang Y, Paiva AR, Príncipe JC, Sanchez JC. Sequential Monte Carlo point-process estimation of kinematics from neural spiking activity for brain-machine interfaces. Neural Computation. 21: 2894-930. PMID 19548797 DOI: 10.1162/neco.2009.01-08-699  1
2009 Paiva AR, Park I, Príncipe JC. A reproducing kernel Hilbert space framework for spike train signal processing. Neural Computation. 21: 424-49. PMID 19431265 DOI: 10.1162/neco.2008.09-07-614  0.48
2009 Sanchez JC, Mahmoudi B, DiGiovanna J, Principe JC. Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. Neural Networks : the Official Journal of the International Neural Network Society. 22: 305-15. PMID 19403263 DOI: 10.1016/j.neunet.2009.03.015  1
2009 Li R, Principe JC, Bradley M, Ferrari V. A spatiotemporal filtering methodology for single-trial ERP component estimation. Ieee Transactions On Bio-Medical Engineering. 56: 83-92. PMID 19224722 DOI: 10.1109/TBME.2008.2002153  1
2009 DiGiovanna J, Mahmoudi B, Fortes J, Principe JC, Sanchez JC. Coadaptive brain-machine interface via reinforcement learning. Ieee Transactions On Bio-Medical Engineering. 56: 54-64. PMID 19224719 DOI: 10.1109/TBME.2008.926699  1
2009 Euliano TY, Marossero D, Nguyen MT, Euliano NR, Principe J, Edwards RK. Spatiotemporal electrohysterography patterns in normal and arrested labor. American Journal of Obstetrics and Gynecology. 200: 54.e1-7. PMID 19121657 DOI: 10.1016/j.ajog.2008.09.008  0.6
2009 Nair SP, Shiau DS, Principe JC, Iasemidis LD, Pardalos PM, Norman WM, Carney PR, Kelly KM, Sackellares JC. An investigation of EEG dynamics in an animal model of temporal lobe epilepsy using the maximum Lyapunov exponent. Experimental Neurology. 216: 115-21. PMID 19100262 DOI: 10.1016/j.expneurol.2008.11.009  1
2009 Li R, Keil A, Principe JC. Single-trial P300 estimation with a spatiotemporal filtering method. Journal of Neuroscience Methods. 177: 488-96. PMID 19041343 DOI: 10.1016/j.jneumeth.2008.10.035  1
2009 Dockendorf KP, Park I, He P, Príncipe JC, DeMarse TB. Liquid state machines and cultured cortical networks: the separation property. Bio Systems. 95: 90-7. PMID 18761392 DOI: 10.1016/j.biosystems.2008.08.001  1
2009 Oweiss KG, Principe JC, Johnson DH. Editorial: Statistical signal processing in neuroscience Eurasip Journal On Advances in Signal Processing. 2009. DOI: 10.1155/2009/105086  1
2009 Principe JC. Our second year Ieee Reviews in Biomedical Engineering. 2: 1. DOI: 10.1109/RBME.2009.2036330  1
2009 Craciun S, Cheney D, Gugel K, Sanchez JC, Principe JC. Compression of neural signals using discriminative coding for wireless applications 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 629-632. DOI: 10.1109/NER.2009.5109375  1
2009 Alvarado AS, Príncipe JC, Harris JG. Stimulus reconstruction from the biphasic integrate-and-fire sampler 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 415-418. DOI: 10.1109/NER.2009.5109321  1
2009 Yen SF, Xu J, Rastogi M, Harris JG, Principe JC, Sanchez JC. An integrated recording system using an asynchronous pulse representation 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 399-402. DOI: 10.1109/NER.2009.5109317  1
2009 DiGiovanna J, Mahmoudi B, Principe J, Sanchez J. Quantifying neuronal importance in value-based brain-machine interfaces 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 307-310. DOI: 10.1109/NER.2009.5109294  1
2009 Gunduz A, Kwon JP, Sanchez JC, Principe JC. Decoding hand trajectories from ECoG recordings via kernel least-mean-square algorithm 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 267-270. DOI: 10.1109/NER.2009.5109284  1
2009 Yen SF, Schoonover D, Sanchez JC, Principe JC, Harris JG. Differential EEG 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 18-21. DOI: 10.1109/NER.2009.5109224  1
2009 Seth S, Principe JC. Estimation of density ratio and its application to design a measure of dependence Machine Learning For Signal Processing Xix - Proceedings of the 2009 Ieee Signal Processing Society Workshop, Mlsp 2009. DOI: 10.1109/MLSP.2009.5306226  1
2009 Duan D, Yang L, Principe JC. Detection-interference dilemma for spectrum sensing in cognitive radio systems Proceedings - Ieee Military Communications Conference Milcom. DOI: 10.1109/MILCOM.2009.5380023  1
2009 Yen SF, Xu J, Rastogi M, Harris JG, Principe JC, Sanchez JC. A biphasic integrate-and-fire system Proceedings - Ieee International Symposium On Circuits and Systems. 657-660. DOI: 10.1109/ISCAS.2009.5117834  1
2009 Singh A, Principe JC. Using Correntropy as a cost function in linear adaptive filters Proceedings of the International Joint Conference On Neural Networks. 2950-2955. DOI: 10.1109/IJCNN.2009.5178823  1
2009 Wang Y, Sanchez JC, Principe JC. Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces Proceedings of the International Joint Conference On Neural Networks. 3275-3280. DOI: 10.1109/IJCNN.2009.5178809  1
2009 Sanchez JC, Principe JC. Prerequesites for symbiotic brain-machine interfaces Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 1736-1741. DOI: 10.1109/ICSMC.2009.5346688  1
2009 Gunduz A, Principe JC. Correntropy as a novel measure for nonlinearity tests Signal Processing. 89: 14-23. DOI: 10.1016/j.sigpro.2008.07.005  1
2009 Sanchez JC, Figueiredo R, Fortes J, Principe JC. Development of symbiotic brain-machine interfaces using a neurophysiology cyberworkstation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5611: 606-615. DOI: 10.1007/978-3-642-02577-8_66  1
2009 Wang Y, Principe JC. Point process modeling on decoding and encoding for brain machine interfaces Proceedings of 2009 7th Asian Control Conference, Ascc 2009. 1000-1005.  1
2008 Gunduz A, Sanchez JC, Principe JC. Electrocorticographic interictal spike removal via denoising source separation for improved neuroprosthesis control. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 5224-7. PMID 19163895 DOI: 10.1109/IEMBS.2008.4650392  1
2008 Mahmoudi B, Digiovanna J, Principe JC, Sanchez JC. Neuronal tuning in a brain-machine interface during Reinforcement Learning. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4491-4. PMID 19163713 DOI: 10.1109/IEMBS.2008.4650210  1
2008 Goh A, Craciun S, Rao S, Cheney D, Gugel K, Sanchez JC, Principe JC. Wireless transmission of neuronal recordings using a portable real-time discrimination/compression algorithm. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4439-42. PMID 19163699 DOI: 10.1109/IEMBS.2008.4650196  1
2008 Yan W, Mitzelfelt JD, Principe JC, Sanchez JC. The effects of interictal spikes on single neuron firing patterns in the hippocampus during the development of temporal lobe epilepsy. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4134-7. PMID 19163622 DOI: 10.1109/IEMBS.2008.4650119  1
2008 Digiovanna J, Citi L, Yoshida K, Carpaneto J, Principe JC, Sanchez JC, Micera S. Inferring the stability of LIFE through Brain Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 2008-11. PMID 19163087 DOI: 10.1109/IEMBS.2008.4649584  1
2008 Paiva AR, Park I, Sanchez JC, Príncipe JC. Peri-event cross-correlation over time for analysis of interactions in neuronal firing. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 1903-6. PMID 19163061 DOI: 10.1109/IEMBS.2008.4649558  1
2008 Wang Y, Principe JC. Tracking the non-stationary neuron tuning by dual Kalman filter for brain machine interfaces decoding. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 1720-3. PMID 19163011 DOI: 10.1109/IEMBS.2008.4649508  1
2008 Zhao M, Rattanatamrong P, DiGiovanna J, Mahmoudi B, Figueiredo RJ, Sanchez JC, Príncipe JC, Fortes JA. BMI cyberworkstation: enabling dynamic data-driven brain-machine interface research through cyberinfrastructure. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 646-9. PMID 19162738 DOI: 10.1109/IEMBS.2008.4649235  1
2008 Xu JW, Bakardjian H, Cichocki A, Principe JC. A new nonlinear similarity measure for multichannel signals. Neural Networks : the Official Journal of the International Neural Network Society. 21: 222-31. PMID 18272331 DOI: 10.1016/j.neunet.2007.12.039  1
2008 Park I, Paiva AR, Demarse TB, Príncipe JC. An efficient algorithm for continuous time cross correlogram of spike trains. Journal of Neuroscience Methods. 168: 514-23. PMID 18054082 DOI: 10.1016/j.jneumeth.2007.10.005  1
2008 Sanchez JC, Gunduz A, Carney PR, Principe JC. Extraction and localization of mesoscopic motor control signals for human ECoG neuroprosthetics. Journal of Neuroscience Methods. 167: 63-81. PMID 17582507 DOI: 10.1016/j.jneumeth.2007.04.019  1
2008 Principe JC, Darmanjian S. Boosted and linked mixtures of HMMs for brain-machine interfaces Eurasip Journal On Advances in Signal Processing. 2008. DOI: 10.1155/2008/216453  1
2008 Gray DM, Príncipe JC. Dimensionality reduction and information-theoretic divergence between sets of LADAR images Proceedings of Spie - the International Society For Optical Engineering. 6967. DOI: 10.1117/12.778314  1
2008 Xu JW, Principe JC. A pitch detector based on a generalized correlation function Ieee Transactions On Audio, Speech and Language Processing. 16: 1420-1432. DOI: 10.1109/TASL.2008.2002039  1
2008 Gunduz A, Sanchez JC, Principe JC. Analysis of ecog features for movement execution using denoising source separation Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 103-108. DOI: 10.1109/MLSP.2008.4685463  1
2008 Wang Y, Principe JC. A synthetic averaging method on point process for motor brain machine interfaces Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 79-84. DOI: 10.1109/MLSP.2008.4685459  1
2008 Hasanbelliu E, Principe JC. Content addressable memories in reproducing kernel Hilbert spaces Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 9-13. DOI: 10.1109/MLSP.2008.4685447  1
2008 Principe JC, Erdogmus D, Adali T. Proceedings of the 2008 IEEE Workshop on Machine Learning for Signal Processing, MLSP 2008: Preface Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 1. DOI: 10.1109/MLSP.2008.4685445  1
2008 Harris JG, Xu J, Rastogi M, Singh-Alvarado A, Garg V, Principe JC, Vuppamandla K. Real time signal reconstruction from spikes on a digital signal processor Proceedings - Ieee International Symposium On Circuits and Systems. 1060-1063. DOI: 10.1109/ISCAS.2008.4541604  1
2008 Harris JG, Principe JC, Sanchez JC, Chen D, She C. Pulse-based signal compression for implanted neural recording systems Proceedings - Ieee International Symposium On Circuits and Systems. 344-347. DOI: 10.1109/ISCAS.2008.4541425  1
2008 Paiva ARC, Park I, Príncipe JC. Reproducing kernel Hilbert spaces for spike train analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5212-5215. DOI: 10.1109/ICASSP.2008.4518834  1
2008 Park I, Príncipe JC. Correntropy based Granger causality Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3605-3608. DOI: 10.1109/ICASSP.2008.4518432  1
2008 Jeong KH, Principe JC. Enhancing the correntropy MACE filter with random projections Neurocomputing. 72: 102-111. DOI: 10.1016/j.neucom.2007.12.045  1
2008 Principe JC, McFarland DJ. BMI/BCI modeling and signal processing Brain-Computer Interfaces: An International Assessment of Research and Development Trends. 47-64. DOI: 10.1007/978-1-4020-8705-9_4  1
2008 Berger TW, Chapin JK, Gerhardt GA, McFarland DJ, Principe JC, Soussou WV, Taylor DM, Tresco PA. Brain-computer interfaces: An international assessment of research and development trends Brain-Computer Interfaces: An International Assessment of Research and Development Trends. 1-281. DOI: 10.1007/978-1-4020-8705-9  1
2007 Hegde A, Erdogmus D, Shiau DS, Principe JC, Sackellares CJ. Clustering approach to quantify long-term spatio-temporal interactions in epileptic intracranial electroencephalography. Computational Intelligence and Neuroscience. 83416. PMID 18317515 DOI: 10.1155/2007/83416  1
2007 Bourien J, Sanchez JC, Bellanger JJ, Wendling F, Principe JC. Detection of synchronized firings in multivariate neural spike trains during motor tasks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 5210-3. PMID 18003182 DOI: 10.1109/IEMBS.2007.4353516  1
2007 Li R, Principe JC, Bradley M, Ferrari V. Robust single-trial ERP estimation based on spatiotemporal filtering. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 5206-9. PMID 18003181 DOI: 10.1109/IEMBS.2007.4353515  1
2007 Ozturk MC, Principe JC. An associative memory readout for ESNs with applications to dynamical pattern recognition. Neural Networks : the Official Journal of the International Neural Network Society. 20: 377-90. PMID 17513087 DOI: 10.1016/j.neunet.2007.04.012  1
2007 Cho J, Paiva AR, Kim SP, Sanchez JC, Príncipe JC. Self-organizing maps with dynamic learning for signal reconstruction. Neural Networks : the Official Journal of the International Neural Network Society. 20: 274-84. PMID 17234384 DOI: 10.1016/j.neunet.2006.12.002  0.92
2007 Ozturk MC, Xu D, Príncipe JC. Analysis and design of echo state networks. Neural Computation. 19: 111-38. PMID 17134319 DOI: 10.1162/neco.2007.19.1.111  0.64
2007 Wang Y. Adaptive algorithms for point processes Synthesis Lectures On Biomedical Engineering. 17. DOI: 10.2200/S00053ED1V01Y200710BME017  1
2007 Seth S, Ozturk MC, Principe JC. Signal processing with echo state networks in the complex domain Machine Learning For Signal Processing 17 - Proceedings of the 2007 Ieee Signal Processing Society Workshop, Mlsp. 408-412. DOI: 10.1109/MLSP.2007.4414341  1
2007 Xu JW, Principe JC. A novel pitch determination algorithm based on generalized correlation function Machine Learning For Signal Processing 17 - Proceedings of the 2007 Ieee Signal Processing Society Workshop, Mlsp. 270-275. DOI: 10.1109/MLSP.2007.4414318  1
2007 Weifeng L, Pokharel PP, Principe JC. Error entropy, correntropy and M-estimation Proceedings of the 2006 16th Ieee Signal Processing Society Workshop On Machine Learning For Signal Processing, Mlsp 2006. 179-184. DOI: 10.1109/MLSP.2006.275544  1
2007 Jeong KH, Principe JC. The correntropy mace filter for image recognition Proceedings of the 2006 16th Ieee Signal Processing Society Workshop On Machine Learning For Signal Processing, Mlsp 2006. 9-14. DOI: 10.1109/MLSP.2006.275513  1
2007 Dedual NJ, Ozturk MC, Sanchez JC, Principe JC. An associative memory readout in ESN for neural action potential detection Ieee International Conference On Neural Networks - Conference Proceedings. 2295-2299. DOI: 10.1109/IJCNN.2007.4371316  1
2007 Park I, Paiva ARC, Príncipe JC, Harris JG. A closed form solution for multiple-input spike based adaptive filters Ieee International Conference On Neural Networks - Conference Proceedings. 2064-2068. DOI: 10.1109/IJCNN.2007.4371276  1
2007 Paiva ARC, Rao S, Park I, Príncipe JC. Spectral clustering of synchronous spike trains Ieee International Conference On Neural Networks - Conference Proceedings. 1831-1835. DOI: 10.1109/IJCNN.2007.4371236  1
2007 Paiva A, Park I, Principe JC. Innovating signal processing for spike train data Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 5431. DOI: 10.1109/IEMBS.2007.4353572  1
2007 Pokharel PP, Weifeng L, Principe JC. Kernel LMS Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3. DOI: 10.1109/ICASSP.2007.367113  1
2007 Liu W, Pokharel PP, Principe JC. A new information theoretic measure of PDF symmetry Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2. DOI: 10.1109/ICASSP.2007.366289  1
2007 Rogers CL, Harris JG, Principe JC, Sanchez JC. A pulse-based feature extractor for spike sorting neural signals Proceedings of the 3rd International Ieee Embs Conference On Neural Engineering. 490-493. DOI: 10.1109/CNE.2007.369716  1
2007 Kim SP, Sanchez JC, Principe JC. Real time input subset selection for linear time-variant MIMO systems Optimization Methods and Software. 22: 83-98. DOI: 10.1080/10556780600881886  1
2007 Jaeger H, Maass W, Principe J. Special issue on echo state networks and liquid state machines Neural Networks. 20: 287-289. DOI: 10.1016/j.neunet.2007.04.001  1
2007 Cho J, Principe JC, Erdogmus D, Motter MA. Quasi-sliding mode control strategy based on multiple-linear models Neurocomputing. 70: 960-974. DOI: 10.1016/j.neucom.2006.07.011  1
2007 Bashirullah R, Harris JG, Sanchez JC, Nishida T, Principe JC. Florida Wireless Implantable Recording Electrodes (FWIRE) for brain machine interfaces Proceedings - Ieee International Symposium On Circuits and Systems. 2084-2087.  1
2006 Hegde A, Principe JC. On spatio-temporal dependency changes in epileptic intracranial EEG: a statistical assessment. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 6711-4. PMID 17959493 DOI: 10.1109/IEMBS.2006.260928  1
2006 Nair SP, Sackellares JC, Shiau DS, Norman WM, Dance LK, Pardalos PM, Principe JC, Carney PR. Effects of acute hippocampal stimulation on EEG dynamics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 4382-6. PMID 17947083 DOI: 10.1109/IEMBS.2006.260830  1
2006 Wang Y, Sanchez JC, Principe JC, Mitzelfelt JD, Gunduz A. Analysis of the correlation between local field potentials and neuronal firing rate in the motor cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 6185-8. PMID 17946745 DOI: 10.1109/IEMBS.2006.260516  1
2006 Cieslewski G, Cheney D, Gugel K, Sanchez JC, Principe JC. Neural signal sampling via the low power wireless pico system. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 5904-7. PMID 17946727 DOI: 10.1109/IEMBS.2006.260506  1
2006 Li R, Principe JC. Blinking artifact removal in cognitive EEG data using ICA. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 5273-6. PMID 17946690 DOI: 10.1109/IEMBS.2006.260605  1
2006 Paiva AC, Príncipe JC, Sanchez JC. Gravity transform for input conditioning in brain machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 4261-4. PMID 17946616 DOI: 10.1109/IEMBS.2006.260507  1
2006 Mammone N, Morabito FC, Principe JC. Visualization of the short term maximum Lyapunov exponent topography in the epileptic brain. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 4257-60. PMID 17946615 DOI: 10.1109/IEMBS.2006.259431  1
2006 DiGiovanna J, Sanchez JC, Principe JC. Improved linear BMI systems via population averaging. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 1608-11. PMID 17946469 DOI: 10.1109/IEMBS.2006.260496  1
2006 Li P, Principe JC, Bashirullah R. A wireless power interface for rechargeable battery operated neural recording implants. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 6253-6. PMID 17946366 DOI: 10.1109/IEMBS.2006.260775  1
2006 Sanchez JC, Carney PR, Principe JC. Analysis of amplitude modulated control features for ECoG neuroprosthetics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 5468-71. PMID 17946308 DOI: 10.1109/IEMBS.2006.259587  1
2006 Hu J, Gao J, Principe JC. Analysis of biomedical signals by the lempel-Ziv complexity: the effect of finite data size. Ieee Transactions On Bio-Medical Engineering. 53: 2606-9. PMID 17152441 DOI: 10.1109/TBME.2006.883825  1
2006 Sackellares JC, Shiau DS, Principe JC, Yang MC, Dance LK, Suharitdamrong W, Chaovalitwongse W, Pardalos PM, Iasemidis LD. Predictability analysis for an automated seizure prediction algorithm. Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society. 23: 509-20. PMID 17143139 DOI: 10.1097/00004691-200612000-00003  1
2006 Hild KE, Erdogmus D, Torkkola K, Principe JC. Feature extraction using information-theoretic learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 1385-92. PMID 16929726 DOI: 10.1109/TPAMI.2006.186  1
2006 Kim SP, Sanchez JC, Rao YN, Erdogmus D, Carmena JM, Lebedev MA, Nicolelis MA, Principe JC. A comparison of optimal MIMO linear and nonlinear models for brain-machine interfaces. Journal of Neural Engineering. 3: 145-61. PMID 16705271 DOI: 10.1088/1741-2560/3/2/009  1
2006 Cho J, Principe JC, Erdogmus D, Motter MA. Modeling and inverse controller design for an unmanned aerial vehicle based on the self-organizing map. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 17: 445-60. PMID 16566471 DOI: 10.1109/TNN.2005.863422  1
2006 Sanchez JC, Mareci TH, Norman WM, Principe JC, Ditto WL, Carney PR. Evolving into epilepsy: Multiscale electrophysiological analysis and imaging in an animal model. Experimental Neurology. 198: 31-47. PMID 16386735 DOI: 10.1016/j.expneurol.2005.10.031  1
2006 Principe JC. Editorial TBME letters Ieee Transactions On Biomedical Engineering. 53: 2589. DOI: 10.1109/TBME.2006.887105  1
2006 Xu D, Principe JC. Computation in a reduced KII network based on synchronization International Journal of Intelligent Systems. 21: 919-935. DOI: 10.1002/int.20169  1
2006 Sanchez JC, Principe JC. Optimal Signal Processing for Brain-Machine Interfaces Handbook of Neural Engineering. 3-28. DOI: 10.1002/9780470068298.ch1  1
2006 Pengfei L, Bashirullah R, Principe JC. A low power battery management system for rechargeable wireless implantable electronics Proceedings - Ieee International Symposium On Circuits and Systems. 1139-1142.  1
2005 Jeong KH, Xu JW, Erdogmus D, Principe JC. A new classifier based on information theoretic learning with unlabeled data. Neural Networks : the Official Journal of the International Neural Network Society. 18: 719-26. PMID 16102941 DOI: 10.1016/j.neunet.2005.06.018  1
2005 Sanchez JC, Erdogmus D, Nicolelis MA, Wessberg J, Principe JC. Interpreting spatial and temporal neural activity through a recurrent neural network brain-machine interface. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 13: 213-9. PMID 16003902 DOI: 10.1109/TNSRE.2005.847382  1
2005 Lebedev MA, Carmena JM, O'Doherty JE, Zacksenhouse M, Henriquez CS, Principe JC, Nicolelis MA. Cortical ensemble adaptation to represent velocity of an artificial actuator controlled by a brain-machine interface. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 25: 4681-93. PMID 15888644 DOI: 10.1523/JNEUROSCI.4088-04.2005  1
2005 Principe JC. The year in review Ieee Transactions On Biomedical Engineering. 52: 1-2. DOI: 10.1109/TBME.2004.841527  1
2005 Pokharel PP, Agrawal R, Principe JC. Correntropy based matched filtering 2005 Ieee Workshop On Machine Learning For Signal Processing. 341-346. DOI: 10.1109/MLSP.2005.1532925  1
2005 Wang Y, Kim SP, Principe JC. Comparison of TDNN training algorithms in brain machine interfaces Proceedings of the International Joint Conference On Neural Networks. 4: 2459-2462. DOI: 10.1109/IJCNN.2005.1556288  1
2005 Ozturk MC, Principe JC. Computing with transiently stable states Proceedings of the International Joint Conference On Neural Networks. 3: 1467-1472. DOI: 10.1109/IJCNN.2005.1556092  1
2005 Rao YN, Kim SP, Sanchez JC, Erdogmus D, Principe JC, Carmena JM, Lebedev MA, Nicolelis MA. Learning mappings in brain machine interfaces with echo state networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. V233-V236. DOI: 10.1109/ICASSP.2005.1416283  1
2005 Erdogmus D, Principe JC. Information theoretic signal processing Signal Processing. 85: 873-874. DOI: 10.1016/j.sigpro.2004.11.024  1
2005 Principe JC. Soms as a representation infrastructure for signal processing and controls Wsom 2005 - 5th Workshop On Self-Organizing Maps. 479-480.  1
2005 Xu JW, Erdogmus D, Principe JC. Minimum error entropy Luenberger observer Proceedings of the American Control Conference. 3: 1923-1928.  1
2005 Gunduz A, Principe JC, Freeman WJ. On-line detection of perceptual signatures in multichannel ECoG Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 7: 3683-3686.  1
2005 Hegde A, Erdogmus D, Principe JC. Spatio-temporal clustering of epileptic ECOG Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 7: 4199-4202.  1
2005 Zhang H, Balaban MO, Principe JC, Portier K. Quantification of spice mixture compositions by electronic nose: Part I. Experimental design and data analysis using neural networks Journal of Food Science. 70.  1
2004 Hegde A, Erdogmus D, Principe JC. Synchronization analysis of epileptic ECOG data using SOM-based SI measure. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2: 952-5. PMID 17271837 DOI: 10.1109/IEMBS.2004.1403318  1
2004 Liu H, Hild KE, Gao JB, Erdogmus D, Príncipe JC, Chris Sackellares J. Evaluation of a BSS algorithm for artifacts rejection in epileptic seizure detection. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 91-4. PMID 17271611 DOI: 10.1109/IEMBS.2004.1403098  0.72
2004 Liu H, Gao JB, Hild KE, Príncipe JC, Chris Sackellares J. Epileptic seizure detection from ECoG using recurrence time statistics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 29-32. PMID 17271595 DOI: 10.1109/IEMBS.2004.1403082  0.76
2004 Sanchez JC, Principe JC, Carmena JM, Lebedev MA, Nicolelis MA. Simultaneus prediction of four kinematic variables for a brain-machine interface using a single recurrent neural network. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 7: 5321-4. PMID 17271543 DOI: 10.1109/IEMBS.2004.1404486  1
2004 Chen D, Harris JG, Principe JC. A bio-amplifier with pulse output. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 6: 4071-4. PMID 17271194 DOI: 10.1109/IEMBS.2004.1404136  1
2004 Xu D, Principe JC. Dynamical analysis of neural oscillators in an olfactory cortex model. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 1053-62. PMID 15484882 DOI: 10.1109/TNN.2004.832815  1
2004 Sindhwani V, Rakshit S, Deodhare D, Erdogmus D, Principe JC, Niyogi P. Feature selection in MLPs and SVMs based on maximum output information. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 937-48. PMID 15461085 DOI: 10.1109/TNN.2004.828772  1
2004 Morejon RA, Principe JC. Advanced search algorithms for information-theoretic learning with kernel-based estimators. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 874-84. PMID 15461080 DOI: 10.1109/TNN.2004.828769  1
2004 Principe JC, Oja E, Xu L, Cichocki A, Erdogmus D. Special issue on information theoretic learning. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 789-91. PMID 15461072 DOI: 10.1109/TNN.2004.833368  1
2004 Erdogmus D, Yan R, Larsson EG, Principe JC, Fitzsimmons JR. Image construction methods for phased array magnetic resonance imaging. Journal of Magnetic Resonance Imaging : Jmri. 20: 306-14. PMID 15269958 DOI: 10.1002/jmri.20115  1
2004 Sanchez JC, Carmena JM, Lebedev MA, Nicolelis MA, Harris JG, Principe JC. Ascertaining the importance of neurons to develop better brain-machine interfaces. Ieee Transactions On Bio-Medical Engineering. 51: 943-53. PMID 15188862 DOI: 10.1109/TBME.2004.827061  1
2004 Erdogmus D, Hild KE, Rao YN, Príncipe JC. Minimax mutual information approach for independent component analysis. Neural Computation. 16: 1235-52. PMID 15130248 DOI: 10.1162/089976604773717595  0.72
2004 Principe JC. IEEE Transactions on Biomedical Engineering: Editorial Ieee Transactions On Biomedical Engineering. 51: 1-2. DOI: 10.1109/TBME.2003.822290  1
2004 Erdogmus D, Principe JC. Lower and upper bounds for misclassification probability based on Renyi's information Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 37: 305-317. DOI: 10.1023/B:VLSI.0000027493.48841.39  1
2004 Principe JC. Preface for Special Issue on Neural Engineering Journal of Medical and Biological Engineering. 24.  1
2004 Johnson MR, Principe JC. Modeling limit cycle oscillation using adaptive signal processing: A hybrid physical model Proceedings of the 2004 International Conference On Noise and Vibration Engineering, Isma. 2649-2663.  1
2004 Xu JW, Erdogmus D, Principe JC. Minimizing Fisher information of the error in supervised adaptive filter training Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5.  1
2004 Jenssen R, Eltoft T, Principe JC. Information theoretic spectral clustering Ieee International Conference On Neural Networks - Conference Proceedings. 1: 111-116.  1
2004 Erdogmus D, Rao YN, Principe JC. Nonlinear independent component analysis by homomorphic transformation of the mixtures Ieee International Conference On Neural Networks - Conference Proceedings. 1: 47-52.  1
2003 Larsson EG, Erdogmus D, Yan R, Principe JC, Fitzsimmons JR. SNR-optimality of sum-of-squares reconstruction for phased-array magnetic resonance imaging. Journal of Magnetic Resonance (San Diego, Calif. : 1997). 163: 121-3. PMID 12852915  1
2003 Rao YN, Erdogmus D, Rao GY, Principe JC. Stochastic error whitening algorithm for linear filter estimation with noisy data. Neural Networks : the Official Journal of the International Neural Network Society. 16: 873-80. PMID 12850046 DOI: 10.1016/S0893-6080(03)00109-6  1
2003 Kim SP, Sanchez JC, Erdogmus D, Rao YN, Wessberg J, Principe JC, Nicolelis M. Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. Neural Networks : the Official Journal of the International Neural Network Society. 16: 865-71. PMID 12850045 DOI: 10.1016/S0893-6080(03)00108-4  1
2003 Iasemidis LD, Shiau DS, Chaovalitwongse W, Sackellares JC, Pardalos PM, Principe JC, Carney PR, Prasad A, Veeramani B, Tsakalis K. Adaptive epileptic seizure prediction system. Ieee Transactions On Bio-Medical Engineering. 50: 616-27. PMID 12769437 DOI: 10.1109/TBME.2003.810689  1
2003 Erdogmus D, Principe JC. Convergence properties and data efficiency of the minimum error entropy criterion in adaline training Ieee Transactions On Signal Processing. 51: 1966-1978. DOI: 10.1109/TSP.2003.812843  1
2003 Cho J, Principe JC, Motter MA. Local Hammerstein modeling based on Self-organizing Map Neural Networks For Signal Processing - Proceedings of the Ieee Workshop. 2003: 809-818. DOI: 10.1109/NNSP.2003.1318080  1
2003 Lin AY, Gugel KS, Príncipe JC. Feasibility of fixed-point transversal adaptive filters in FPGA devices with embedded DSP blocks Proceedings - 3rd Ieee International Workshop On System-On-Chip For Real-Time Applications, Iwsoc 2003. 157-160. DOI: 10.1109/IWSOC.2003.1213026  1
2003 Zhang H, Balaban MO, Principe JC. Improving pattern recognition of electronic nose data with time-delay neural networks Sensors and Actuators, B: Chemical. 96: 385-389. DOI: 10.1016/S0925-4005(03)00574-4  1
2003 Gao JB, Cao Y, Gu L, Harris JG, Principe JC. Detection of weak transitions in signal dynamics using recurrence time statistics Physics Letters, Section a: General, Atomic and Solid State Physics. 317: 64-72. DOI: 10.1016/j.physleta.2003.08.018  1
2003 Johnson MR, Principe JC. A Two-Processing Element Adaptable Linear Oscillating Recurrent System with Single-Weight Plasticity Proceedings of the International Joint Conference On Neural Networks. 1: 51-54.  1
2003 Lai CA, Erdogmus D, Principe JC. Echo cancellation by global optimization of Kautz filters using an information theoretic criterion Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6: 197-200.  1
2003 Cho J, Principe JC, Motter MA. A Local Linear Modeling Paradigm with a Modified Counterpropagation Network Proceedings of the International Joint Conference On Neural Networks. 1: 34-38.  1
2003 Lan J, Principe JC, Motter MA. Identification of Dynamical Systems using GMM with VQ Initialization Proceedings of the International Joint Conference On Neural Networks. 1: 764-768.  1
2003 Rao YN, Erdogmus D, Principe JC. Error Whitening Criterion for Linear Filter Estimation Proceedings of the International Joint Conference On Neural Networks. 2: 1447-1452.  1
2002 Erdogmus D, Principe JC. Generalized information potential criterion for adaptive system training. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 13: 1035-44. PMID 18244501 DOI: 10.1109/TNN.2002.1031936  1
2002 Principe J, Euliano N, Garani S. Principles and networks for self-organization in space-time. Neural Networks : the Official Journal of the International Neural Network Society. 15: 1069-83. PMID 12416695 DOI: 10.1016/s0893-6080(02)00080-1  0.64
2002 Erdogmus D, Principe JC. An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems Ieee Transactions On Signal Processing. 50: 1780-1786. DOI: 10.1109/TSP.2002.1011217  1
2002 Rao YN, Principe JC. Efficient total least squares method for system modeling using minor component analysis Neural Networks For Signal Processing - Proceedings of the Ieee Workshop. 2002: 259-268. DOI: 10.1109/NNSP.2002.1030037  1
2002 Gokcay E, Principe JC. Information theoretic clustering Ieee Transactions On Pattern Analysis and Machine Intelligence. 24: 158-171. DOI: 10.1109/34.982897  1
2002 Rao YN, Principe JC. Time series segmentation using a novel adaptive eigendecomposition algorithm Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 32: 7-17. DOI: 10.1023/A:1016355116053  1
2002 Motter MA, Principe JC. Predictive multiple model switching control with the self-organizing map International Journal of Robust and Nonlinear Control. 12: 1029-1051. DOI: 10.1002/rnc.730  1
2002 Rao YN, Principe JC. Robust on-line principal component analysis based on a fixed-point approach Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1.  1
2002 Hild KE, Erdogmus D, Principe JC. Blind source separation of time-varying, instantaneous mixtures using an on-line algorithm Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1.  1
2002 Santamaria I, Pantaleón C, Vielva L, Principe JC. A fast algorithm for adaptive blind equalization using order-α Renyi's entropy Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3.  1
2001 Zhao Q, Principe JC. Support vector machines for SAR automatic target recognition Ieee Transactions On Aerospace and Electronic Systems. 37: 643-654. DOI: 10.1109/7.937475  1
2001 Fancourt CL, Principe JC. Optimization in companion search spaces: The case of cross-entropy and the Levenberg-Marquardt algorithm Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2: 1317-1320.  1
2001 Principe JC, Tavares V. Design and implementation of biologically realistic signal to symbol translators Annual Reports of the Research Reactor Institute, Kyoto University. 4: 4096-4099.  1
2001 Erdogmus D, Principe JC. Entropy minimization algorithm for multilayer perceptrons Proceedings of the International Joint Conference On Neural Networks. 4: 3003-3008.  1
2001 Erdogmus D, Principe JC. Information transfer through classifiers and its relation to probability of error Proceedings of the International Joint Conference On Neural Networks. 1: 50-54.  1
2001 Garani SS, Principe JC. A spatiotemporal vector quantizer for missing sample reconstruction Proceedings of the International Joint Conference On Neural Networks. 4: 2913-2917.  1
2001 Xu D, Principe JC. Feature evaluation using quadratic mutual information Proceedings of the International Joint Conference On Neural Networks. 1: 459-463.  1
2001 Rao YN, Principe JC. An RLS type algorithm for Generalized Eigendecomposition Neural Networks For Signal Processing - Proceedings of the Ieee Workshop. 263-272.  1
2001 Erdogmus D, Principe JC. Convergence analysis of the information potential criterion in adaline training Neural Networks For Signal Processing - Proceedings of the Ieee Workshop. 123-132.  1
2000 Zhao Q, Principe JC, Brennan VL, Xu D, Wang Z. Synthetic aperture radar automatic target recognition with three strategies of learning and representation Optical Engineering. 39: 1230-1244. DOI: 10.1117/1.602495  1
2000 Principe JC, Cerutti S, Amari SI. Special topic section on advances in statistical signal processing for medicine Ieee Transactions On Biomedical Engineering. 47: 565-566. DOI: 10.1109/TBME.2000.841325  1
2000 Rao YN, Principe JC. A fast on-line generalized eigendecomposition algorithm for time series segmentation Ieee 2000 Adaptive Systems For Signal Processing, Communications, and Control Symposium, as-Spcc 2000. 266-271. DOI: 10.1109/ASSPCC.2000.882483  1
2000 Principe JC, Erdogmus D. From adaptive linear to information filtering Ieee 2000 Adaptive Systems For Signal Processing, Communications, and Control Symposium, as-Spcc 2000. 99-104. DOI: 10.1109/ASSPCC.2000.882454  1
2000 Harris JG, Pu CJ, Principe JC. Monaural cue sound localizer Analog Integrated Circuits and Signal Processing. 23: 163-172. DOI: 10.1023/A:1008350127376  1
1999 Wang C, Principe JC. Training neural networks with additive noise in the desired signal. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 10: 1511-7. PMID 18252653 DOI: 10.1109/72.809097  1
1999 Candocia FM, Principe JC. Super-resolution of images based on local correlations. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 10: 372-80. PMID 18252533 DOI: 10.1109/72.750566  1
1999 Schwartz O, G Harris J, C Principe J. Modeling the precedence effect for speech using the gamma filter. Neural Networks : the Official Journal of the International Neural Network Society. 12: 409-417. PMID 12662684 DOI: 10.1016/S0893-6080(98)00027-6  1
1999 Krajca V, Principe JC, Petránek S. Extraction of principal components from biosignals by neural net. Technology and Health Care : Official Journal of the European Society For Engineering and Medicine. 7: 137-41. PMID 10463303  1
1999 Harris JG, Pu CJ, Principe JC. A neuromorphic monaural sound localizer Advances in Neural Information Processing Systems. 692-698.  1
1998 Principe JC, Kim M, Fisher M. Target discrimination in synthetic aperture radar using artificial neural networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 7: 1136-49. PMID 18276330 DOI: 10.1109/83.704307  0.52
1998 Wu HC, Principe JC. Simultaneous diagonalization algorithm for blind source separation based on sub-band filtered features Proceedings of Spie - the International Society For Optical Engineering. 3374: 466-474. DOI: 10.1117/12.327121  1
1998 Candocia FM, Principe JC. A method using multiple models to superresolve SAR imagery Proceedings of Spie - the International Society For Optical Engineering. 3370: 197-207. DOI: 10.1117/12.321824  1
1998 Yen LK, Principe JC. Weak transient signal detection in Non-Gaussian noise using RBF and recurrent networks Proceedings of Spie - the International Society For Optical Engineering. 3395: 69-75. DOI: 10.1117/12.319452  1
1998 Haykin S, Principe J. Making sense of a complex world Ieee Signal Processing Magazine. 15: 66-81. DOI: 10.1109/79.671132  1
1998 Fancourt CL, Principe JC. Competitive principal component analysis for locally stationary time series Ieee Transactions On Signal Processing. 46: 3045-3057. DOI: 10.1109/78.726817  1
1998 Candocia F, Principe JC. Comments on "sine interpolation of discrete periodic signals" Ieee Transactions On Signal Processing. 46: 2044-2047. DOI: 10.1109/78.700979  1
1998 Principe JC, Wang L, Motter MA. Local dynamic modeling with self-organizing maps and applications to nonlinear system identification and control Proceedings of the Ieee. 86: 2240-2258. DOI: 10.1109/5.726789  1
1997 Principe JC. Neural networks for dynamic modeling Ieee Signal Processing Magazine. 14: 33-35.  1
1997 Fisher JW, Principe JC. Recent advances to nonlinear minimum average correlation energy filters Optical Engineering. 36: 2697-2709.  1
1996 Fu L, Hsu HH, Principe JC. Incremental backpropagation learning networks. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 7: 757-61. PMID 18263471 DOI: 10.1109/72.501732  1
1996 Wang C, Wu HC, Principe JC. Crosscorrelation estimation using teacher forcing Hebbian learning and its application Ieee International Conference On Neural Networks - Conference Proceedings. 1: 282-287.  1
1995 Childers DG, Principe JC, Ting YT. Adaptive WRLS-VFF for Speech Analysis Ieee Transactions On Speech and Audio Processing. 3: 209-213. DOI: 10.1109/89.388148  1
1995 çelebi S, Principe JC. Parametric Least Squares Approximation Using Gamma Bases Ieee Transactions On Signal Processing. 43: 781-784. DOI: 10.1109/78.370635  1
1995 Fisher JW, Principe JC. A nonlinear extension of the MACE filter Neural Networks. 8: 1131-1141. DOI: 10.1016/0893-6080(95)00060-7  1
1994 Principe JC, Kuo JM, Celebi S. An analysis of the gamma memory in dynamic neural networks. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 5: 331-7. PMID 18267801 DOI: 10.1109/72.279195  1
1994 Choi HG, Principe JC, Hutchison AA, Wozniak JA. Multiresolution segmentation of respiratory electromyographic signals. Ieee Transactions On Bio-Medical Engineering. 41: 257-66. PMID 8045578 DOI: 10.1109/10.284944  1
1993 Barreto AB, Principe JC, Reid SA. STL: a spatio-temporal characterization of focal interictal events. Brain Topography. 5: 215-28. PMID 8507548 DOI: 10.1007/BF01128989  1
1992 Palovcik RA, Reid SA, Principe JC, Albuquerque A. 3-D computer animation of electrophysiological responses. Journal of Neuroscience Methods. 41: 1-9. PMID 1578897 DOI: 10.1016/0165-0270(92)90118-W  1
1992 Vries Bd, Principe JC. The gamma model-A new neural model for temporal processing Neural Networks. 5: 565-576. DOI: 10.1016/S0893-6080(05)80035-8  1
1991 Principe JC, Yoon T. A new algorithm for the detection of tool breakage in milling International Journal of Machine Tools and Manufacture. 31: 443-454. DOI: 10.1016/0890-6955(91)90028-2  1
1990 Park S, Principe JC, Smith JR, Reid SA. TDAT--time domain analysis tool for EEG analysis. Ieee Transactions On Bio-Medical Engineering. 37: 803-11. PMID 2210789 DOI: 10.1109/10.102796  1
1989 Principe JC, Gala SK, Chang TG. Sleep staging automaton based on the theory of evidence. Ieee Transactions On Bio-Medical Engineering. 36: 503-9. PMID 2722203 DOI: 10.1109/10.24251  0.76
1988 McLochlin C, Principe JC, Smith JR. A data compression algorithm for the electroencephalogram. International Journal of Bio-Medical Computing. 22: 83-95. PMID 3384504 DOI: 10.1016/0020-7101(88)90045-1  1
1988 Chang TG, Smith JR, Principe JC. An expert system for multichannel sleep EEG/EOG signal analysis. Biomedical Sciences Instrumentation. 24: 19-25. PMID 3378095  0.88
1986 Principe JC, Smith JR. SAMICOS--a sleep analyzing microcomputer system. Ieee Transactions On Bio-Medical Engineering. 33: 935-41. PMID 3770782 DOI: 10.1109/TBME.1986.325664  1
1986 Principe JC, Smith JR. Design and implementation of linear phase FIR filters for biological signal processing. Ieee Transactions On Bio-Medical Engineering. 33: 550-9. PMID 3721526 DOI: 10.1109/TBME.1986.325819  1
1985 Principe JC, Smith JR. Automatic recognition of spike and wave bursts. Electroencephalography and Clinical Neurophysiology. Supplement. 37: 115-32. PMID 3924556  0.88
1982 Principe JC, Smith JR. Sleep spindle characteristics as a function of age. Sleep. 5: 73-84. PMID 7071453  1
1982 Principe JC, Smith JR. Microcomputer-based system for the detection and quantification of petit mal epilepsy. Computers in Biology and Medicine. 12: 87-95. PMID 6809417  0.88
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