Jonathan W. Pillow, Ph.D. - Related publications

2009-2014 Psychology University of Texas at Austin, Austin, Texas, U.S.A. 
 2014- Princeton Neuroscience Institute Princeton University, Princeton, NJ 
Computational Neuroscience, Machine Learning
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Huh N, Kim SP, Lee J, Sohn JW. Extracting single-trial neural interaction using latent dynamical systems model. Molecular Brain. 14: 32. PMID 33588875 DOI: 10.1186/s13041-021-00740-7   
2021 Platkiewicz J, Saccomano Z, McKenzie S, English D, Amarasingham A. Monosynaptic inference via finely-timed spikes. Journal of Computational Neuroscience. PMID 33507429 DOI: 10.1007/s10827-020-00770-5   
2021 Wendling KP, Ly C. Statistical Analysis of Decoding Performances of Diverse Populations of Neurons. Neural Computation. 1-38. PMID 33400901 DOI: 10.1162/neco_a_01355   
2021 Wang Z, Liu J, Ma Y, Chen B, Zheng N, Ren P. Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search. Ieee Transactions On Neural Networks and Learning Systems. PMID 33606643 DOI: 10.1109/TNNLS.2021.3056694   
2021 Zhang Z, Constandinou TG. Adaptive spike detection and hardware optimization towards autonomous, high-channel-count BMIs. Journal of Neuroscience Methods. 109103. PMID 33617917 DOI: 10.1016/j.jneumeth.2021.109103   
2021 Choi H, Bajic IV. Affine Transformation-Based Deep Frame Prediction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33635788 DOI: 10.1109/TIP.2021.3060803   
2021 Yu Q, Ma C, Song S, Zhang G, Dang J, Tan KC. Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes. Ieee Transactions On Neural Networks and Learning Systems. PMID 33471769 DOI: 10.1109/TNNLS.2020.3043415   
2021 Van Pottelbergh T, Drion G, Sepulchre R. From Biophysical to Integrate-and-Fire Modeling. Neural Computation. 1-27. PMID 33400899 DOI: 10.1162/neco_a_01353   
2021 Li D, Huang D, Liu Y. A novel two-step adaptive multioutput semisupervised soft sensor with applications in wastewater treatment. Environmental Science and Pollution Research International. PMID 33550556 DOI: 10.1007/s11356-021-12656-9   
2021 Zhou F, Liu X, Zhong T, Trajcevski G. MetaMove: On Improving Human Mobility Classification and Prediction via Metalearning. Ieee Transactions On Cybernetics. PMID 33531315 DOI: 10.1109/TCYB.2021.3049533   
2021 Zhang B, Zhang A, Hu G, Chang Z, Zhou Z, Yin X. Reliability assessment of train control and management system based on evidential reasoning rule and covariance matrix adaptation evolution strategy algorithm. Isa Transactions. PMID 33518220 DOI: 10.1016/j.isatra.2021.01.013   
2021 Zhang B, Zhang A, Hu G, Chang Z, Zhou Z, Yin X. Reliability assessment of train control and management system based on evidential reasoning rule and covariance matrix adaptation evolution strategy algorithm. Isa Transactions. PMID 33518220 DOI: 10.1016/j.isatra.2021.01.013   
2021 Chen H, Zhang W, Yan D. Robust Visual Tracking with Reliable Object Information and Kalman Filter. Sensors (Basel, Switzerland). 21. PMID 33525624 DOI: 10.3390/s21030889   
2021 Lu Q, Forbes MG, Loewen PD, Backström JU, Dumont GA, Gopaluni RB. Model-plant mismatch detection for cross-directional processes. Isa Transactions. PMID 33632602 DOI: 10.1016/j.isatra.2021.01.051   
2021 Zenke F, Bohté SM, Clopath C, Comşa IM, Göltz J, Maass W, Masquelier T, Naud R, Neftci EO, Petrovici MA, Scherr F, Goodman DFM. Visualizing a joint future of neuroscience and neuromorphic engineering. Neuron. 109: 571-575. PMID 33600754 DOI: 10.1016/j.neuron.2021.01.009   
2021 Reing K, Ver Steeg G, Galstyan A. Discovering Higher-Order Interactions Through Neural Information Decomposition. Entropy (Basel, Switzerland). 23. PMID 33430463 DOI: 10.3390/e23010079   
2021 Ho P, Lubik TA, Matthes C. How to go viral: A COVID-19 model with endogenously time-varying parameters. Journal of Econometrics. PMID 33519026 DOI: 10.1016/j.jeconom.2021.01.001   
2021 Wang N, Zhou W, Li H. Learning Diverse Models for End-to-end Ensemble Tracking. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33471758 DOI: 10.1109/TIP.2021.3051471   
2021 Amidi Y, Nazari B, Sadri S, Yousefi A. Parameter Estimation in Multiple Dynamic Synaptic Coupling Model Using Bayesian Point Process State-Space Modeling Framework. Neural Computation. 1-31. PMID 33617745 DOI: 10.1162/neco_a_01375   
2021 Wu H, Jones MP. Proportional likelihood ratio mixed model for discrete longitudinal data. Statistics in Medicine. PMID 33588517 DOI: 10.1002/sim.8902   
2021 Yu W, Zhao C, Huang B. MoniNet With Concurrent Analytics of Temporal and Spatial Information for Fault Detection in Industrial Processes. Ieee Transactions On Cybernetics. PMID 33544684 DOI: 10.1109/TCYB.2021.3050398   
2021 Bargal SA, Zunino A, Petsiuk V, Zhang J, Saenko K, Murino V, Sclaroff S. Guided Zoom: Zooming into Network Evidence to Refine Fine-grained Model Decisions. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33493111 DOI: 10.1109/TPAMI.2021.3054303   
2021 O'Rourke HP, Fine KL, Grimm KJ, MacKinnon DP. The Importance of Time Metric Precision When Implementing Bivariate Latent Change Score Models. Multivariate Behavioral Research. 1-19. PMID 33523707 DOI: 10.1080/00273171.2021.1874261   
2021 Godoy BI, Vickers NA, Andersson SB. An Estimation Algorithm for General Linear Single Particle Tracking Models with Time-Varying Parameters. Molecules (Basel, Switzerland). 26. PMID 33567600 DOI: 10.3390/molecules26040886   
2021 Eggert T, Henriques DYP, 't Hart BM, Straube A. Modeling inter-trial variability of pointing movements during visuomotor adaptation. Biological Cybernetics. PMID 33575896 DOI: 10.1007/s00422-021-00858-w   
2021 Raimúndez E, Dudkin E, Vanhoefer J, Alamoudi E, Merkt S, Fuhrmann L, Bai F, Hasenauer J. COVID-19 outbreak in Wuhan demonstrates the limitations of publicly available case numbers for epidemiological modeling. Epidemics. 34: 100439. PMID 33556763 DOI: 10.1016/j.epidem.2021.100439   
2021 Qi Y, Jin L, Luo X, Zhou M. Recurrent Neural Dynamics Models for Perturbed Nonstationary Quadratic Programs: A Control-Theoretical Perspective. Ieee Transactions On Neural Networks and Learning Systems. PMID 33449881 DOI: 10.1109/TNNLS.2020.3041364   
2021 Hawkins GE, Heathcote A. Racing against the clock: Evidence-based versus time-based decisions. Psychological Review. PMID 33600202 DOI: 10.1037/rev0000259   
2021 Wang G, Ma S, Wu Y, Pei J, Zhao R, Shi L. End-to-End Implementation of Various Hybrid Neural Networks on a Cross-Paradigm Neuromorphic Chip. Frontiers in Neuroscience. 15: 615279. PMID 33603643 DOI: 10.3389/fnins.2021.615279   
2021 Lu J, Ding J, Liu C, Chai T. Hierarchical-Bayesian-Based Sparse Stochastic Configuration Networks for Construction of Prediction Intervals. Ieee Transactions On Neural Networks and Learning Systems. PMID 33534718 DOI: 10.1109/TNNLS.2021.3053306   
2021 Pan Z, Lu W, Fan Y, Li J. Identification of groundwater contamination sources and hydraulic parameters based on bayesian regularization deep neural network. Environmental Science and Pollution Research International. PMID 33398760 DOI: 10.1007/s11356-020-11614-1   
2021 Dai Y, Yamamoto H, Sakuraba M, Sato S. Computational Efficiency of a Modular Reservoir Network for Image Recognition. Frontiers in Computational Neuroscience. 15: 594337. PMID 33613220 DOI: 10.3389/fncom.2021.594337   
2021 Hu R, Chen B, Xu J, Van Kaick O, Deussen O, Huang H. Shape-driven Coordinate Ordering for Star Glyph Sets via Reinforcement Learning. Ieee Transactions On Visualization and Computer Graphics. PMID 33460381 DOI: 10.1109/TVCG.2021.3052167   
2021 Bang JS, Lee MH, Fazli S, Guan C, Lee SW. Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33449886 DOI: 10.1109/TNNLS.2020.3048385   
2021 Ivaturi P, Gadaleta M, Pandey AC, Pazzani M, Steinhubl SR, Quer G. A Comprehensive Explanation Framework for Biomedical Time Series Classification. Ieee Journal of Biomedical and Health Informatics. PMID 33617456 DOI: 10.1109/JBHI.2021.3060997   
2021 Zhao L. Deep Neural Networks For Predicting Restricted Mean Survival Times. Bioinformatics (Oxford, England). PMID 33399818 DOI: 10.1093/bioinformatics/btaa1082   
2021 Hung Y, Lin LH, Wu CFJ. Varying coefficient frailty models with applications in single molecular experiments. Biometrics. PMID 33630311 DOI: 10.1111/biom.13448   
2021 Jiang D, Wu Z, Hsieh CY, Chen G, Liao B, Wang Z, Shen C, Cao D, Wu J, Hou T. Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models. Journal of Cheminformatics. 13: 12. PMID 33597034 DOI: 10.1186/s13321-020-00479-8   
2021 Wan Z, Xu Y, Šavija B. On the Use of Machine Learning Models for Prediction of Compressive Strength of Concrete: Influence of Dimensionality Reduction on the Model Performance. Materials (Basel, Switzerland). 14. PMID 33546376 DOI: 10.3390/ma14040713   
2021 Sheng Y, Sun Y, Huang CY, Kim MO. Synthesizing external aggregated information in the presence of population heterogeneity: a penalized empirical likelihood approach. Biometrics. PMID 33528028 DOI: 10.1111/biom.13429   
2021 Eliwa MS, Altun E, Alhussain ZA, Ahmed EA, Salah MM, Ahmed HH, El-Morshedy M. A new one-parameter lifetime distribution and its regression model with applications. Plos One. 16: e0246969. PMID 33606720 DOI: 10.1371/journal.pone.0246969   
2021 Frej EA, Roselli LRP, Ferreira RJP, Alberti AR, de Almeida AT. Decision Model for Allocation of Intensive Care Unit Beds for Suspected COVID-19 Patients under Scarce Resources. Computational and Mathematical Methods in Medicine. 2021: 8853787. PMID 33574887 DOI: 10.1155/2021/8853787   
2021 Jin X, Zhou D, Jiang Q, Chu X, Yao S, Li K, Zhou W. How to Analyze the Neurodynamic Characteristics of Pulse-Coupled Neural Networks? A Theoretical Analysis and Case Study of Intersecting Cortical Model. Ieee Transactions On Cybernetics. PMID 33449895 DOI: 10.1109/TCYB.2020.3043233   
2021 Luo Y, Lu J, Jiang X, Zhang B. Learning From Architectural Redundancy: Enhanced Deep Supervision in Deep Multipath Encoder-Decoder Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33587717 DOI: 10.1109/TNNLS.2021.3056384   
2021 Sáray S, Rössert CA, Appukuttan S, Migliore R, Vitale P, Lupascu CA, Bologna LL, Van Geit W, Romani A, Davison AP, Muller E, Freund TF, Káli S. HippoUnit: A software tool for the automated testing and systematic comparison of detailed models of hippocampal neurons based on electrophysiological data. Plos Computational Biology. 17: e1008114. PMID 33513130 DOI: 10.1371/journal.pcbi.1008114   
2021 Liang D, Song M, Niu Z, Zhang P, Rafailovich M, Deng Y. Supervised machine learning approach to molecular dynamics forecast of SARS-CoV-2 spike glycoproteins at varying temperatures. Mrs Advances. 1-6. PMID 33619443 DOI: 10.1557/s43580-021-00021-4   
2021 Li J, He S, Guo F, Zou Q. HSM6AP: A high-precision predictor for the Homo sapiens N6-methyladenosine (m^6 A) based on multiple weights and feature stitching. Rna Biology. PMID 33446014 DOI: 10.1080/15476286.2021.1875180   
2021 Valenti A, Barsotti M, Bacciu D, Ascari L. A Deep Classifier for Upper-Limbs Motor Anticipation Tasks in an Online BCI Setting. Bioengineering (Basel, Switzerland). 8. PMID 33562814 DOI: 10.3390/bioengineering8020021   
2021 Kang T, Levy SM, Datta S. Analyzing longitudinal clustered count data with zero inflation: Marginal modeling using the Conway-Maxwell-Poisson distribution. Biometrical Journal. Biometrische Zeitschrift. PMID 33393147 DOI: 10.1002/bimj.202000061   
2021 Abouzari M, Pahlavani P, Izaditame F, Bigdeli B. Estimating the chemical oxygen demand of petrochemical wastewater treatment plants using linear and nonlinear statistical models - A case study. Chemosphere. 270: 129465. PMID 33429233 DOI: 10.1016/j.chemosphere.2020.129465