| Year |
Citation |
Score |
| 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 |
0.92 |
|
| 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 |
0.72 |
|
| 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 |
|
| 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 |
0.92 |
|
| 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 |
0.48 |
|
| 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 |
|
| 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 |
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 |
|
| 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 |
0.64 |
|
| 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 |
0.76 |
|
| 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 |
0.76 |
|
| 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 |
0.68 |
|
| 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 |
0.92 |
|
| 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 |
0.8 |
|
| 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 |
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 |
|
| 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 |
0.88 |
|
| 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 |
0.88 |
|
| 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 |
0.68 |
|
| 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 |
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 |
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 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 |
|
| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
0.36 |
|
| 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 |
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| 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 |
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| 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 |
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| 2014 |
Principe JC. Editorial Ieee Reviews in Biomedical Engineering. 7: 1-2. DOI: 10.1109/RBME.2014.2310831 |
1 |
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| 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 |
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| 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 |
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| 2014 |
Principe JC, Chalasani R. Cognitive architectures for sensory processing Proceedings of the Ieee. 102: 514-525. DOI: 10.1109/JPROC.2014.2307023 |
1 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 2012 |
Brockmeier AJ, Hazrati MKh, Freeman WJ, Li L, PrÃncipe 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
0.76 |
|
| 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 |
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| 2012 |
Chen B, Principe JC. On the smoothed minimum error entropy criterion badong chen Entropy. 14: 2311-2323. DOI: 10.3390/e14112311 |
1 |
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| 2012 |
Chen B, Principe JC. Some Further Results on the Minimum Error Entropy Estimation Entropy. 14: 966-977. DOI: 10.3390/e14050966 |
1 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
0.76 |
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| 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 |
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| 2010 |
Principe JC. IEEE Reviews in Biomedical Engineering: Editorial Ieee Reviews in Biomedical Engineering. 3: 1-2. DOI: 10.1109/RBME.2010.2089373 |
1 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 2009 |
Principe JC. Our second year Ieee Reviews in Biomedical Engineering. 2: 1. DOI: 10.1109/RBME.2009.2036330 |
1 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
0.92 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
0.84 |
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| 2007 |
Wang Y. Adaptive algorithms for point processes Synthesis Lectures On Biomedical Engineering. 17. DOI: 10.2200/S00053ED1V01Y200710BME017 |
1 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
0.84 |
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| 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 |
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| 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 |
0.76 |
|
| 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 |
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| 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 |
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| 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 |
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| 2006 |
Principe JC. Editorial TBME letters Ieee Transactions On Biomedical Engineering. 53: 2589. DOI: 10.1109/TBME.2006.887105 |
1 |
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| 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 |
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| 2006 |
Sanchez JC, Principe JC. Optimal Signal Processing for Brain-Machine Interfaces Handbook of Neural Engineering. 3-28. DOI: 10.1002/9780470068298.ch1 |
1 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 2005 |
Principe JC. The year in review Ieee Transactions On Biomedical Engineering. 52: 1-2. DOI: 10.1109/TBME.2004.841527 |
1 |
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| 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 |
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| 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 |
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| 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 |
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| 2005 |
Erdogmus D, Principe JC. Information theoretic signal processing Signal Processing. 85: 873-874. DOI: 10.1016/j.sigpro.2004.11.024 |
1 |
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| 2005 |
Principe JC. Soms as a representation infrastructure for signal processing and controls Wsom 2005 - 5th Workshop On Self-Organizing Maps. 479-480. |
1 |
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| 2005 |
Xu JW, Erdogmus D, Principe JC. Minimum error entropy Luenberger observer Proceedings of the American Control Conference. 3: 1923-1928. |
1 |
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| 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 |
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| 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 |
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| 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 |
0.92 |
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| 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 |
0.44 |
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| 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 |
0.6 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
0.76 |
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| 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 |
0.76 |
|
| 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 |
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| 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 |
0.52 |
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| 2004 |
Principe JC. IEEE Transactions on Biomedical Engineering: Editorial Ieee Transactions On Biomedical Engineering. 51: 1-2. DOI: 10.1109/TBME.2003.822290 |
1 |
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| 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 |
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| 2004 |
Principe JC. Preface for Special Issue on Neural Engineering Journal of Medical and Biological Engineering. 24. |
1 |
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| 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 |
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| 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 |
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| 2004 |
Jenssen R, Eltoft T, Principe JC. Information theoretic spectral clustering Ieee International Conference On Neural Networks - Conference Proceedings. 1: 111-116. |
1 |
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| 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 |
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| 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 |
0.76 |
|
| 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 |
0.92 |
|
| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
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 |
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 |
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| 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 |
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 |
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 |
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 |
0.56 |
|
| 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 |
0.96 |
|
| 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 |
0.96 |
|
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