Journal: Neural Computation

Volume 31, Issue 9

1751 -- 1788Ali Yousefi, Ishita Basu, Angelique C. Paulk, Noam Peled, Emad N. Eskandar, Darin D. Dougherty, Sydney S. Cash, Alik S. Widge, Uri T. Eden. Decoding Hidden Cognitive States From Behavior and Physiology Using a Bayesian Approach
1789 -- 1824Teun van Gils, Paul H. E. Tiesinga, Bernhard Englitz, Marijn B. Martens. Sensitivity to Stimulus Irregularity Is Inherent in Neural Networks
1825 -- 1852Dorian Florescu, Daniel Coca. Learning with Precise Spike Times: A New Decoding Algorithm for Liquid State Machines
1853 -- 1873S. M. Heidarieh, M. Jahed, A. Ghazizadeh. A New Nonlinear Sparse Component Analysis for a Biologically Plausible Model of Neurons
1874 -- 1890Encarni Marcos, Fabrizio Londei, Aldo Genovesio. Hidden Markov Models Predict the Future Choice Better Than a PSTH-Based Method
1891 -- 1914Hirokazu Kameoka, Li Li, Shota Inoue, Shoji Makino. Supervised Determined Source Separation with Multichannel Variational Autoencoder

Volume 31, Issue 8

1519 -- 1550David M. Schwartz, Onur Ozan Koyluoglu. On the Organization of Grid and Place Cells: Neural Denoising via Subspace Learning
1551 -- 1591Bryan Tripp. Approximating the Architecture of Visual Cortex in a Convolutional Network
1592 -- 1623Nicola Bulso, Matteo Marsili, Yasser Roudi. On the Complexity of Logistic Regression Models
1624 -- 1670David J. Miller 0001, Yujia Wang, George Kesidis. When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time
1671 -- 1717Jérôme Tubiana, Simona Cocco, Rémi Monasson. Learning Compositional Representations of Interacting Systems with Restricted Boltzmann Machines: Comparative Study of Lattice Proteins
1718 -- 1750Kota Matsui, Wataru Kumagai, Kenta Kanamori, Mitsuaki Nishikimi, Takafumi Kanamori. Variable Selection for Nonparametric Learning with Power Series Kernels

Volume 31, Issue 7

1235 -- 1270Yong Yu, Xiao-Sheng Si, Changhua Hu, Jianxun Zhang. A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures
1271 -- 1326Anup Das 0004, Daniel Sexton, Claudia Lainscsek, Sydney S. Cash, Terrence J. Sejnowski. Characterizing Brain Connectivity From Human Electrocorticography Recordings With Unobserved Inputs During Epileptic Seizures
1327 -- 1355Kunling Geng, Dae C. Shin, Dong Song, Robert E. Hampson, Samuel A. Deadwyler, Theodore W. Berger, Vasilis Z. Marmarelis. Multi-Input, Multi-Output Neuronal Mode Network Approach to Modeling the Encoding Dynamics and Functional Connectivity of Neural Systems
1356 -- 1379Guanghao Sun, Shaomin Zhang, Y. Zhang, Kai Xu, Qiaosheng Zhang, Ting Zhao, Xiaoxiang Zheng. Effective Dimensionality Reduction for Visualizing Neural Dynamics by Laplacian Eigenmaps
1380 -- 1418Nima Dehghani, Ralf D. Wimmer. A Computational Perspective of the Role of the Thalamus in Cognition
1419 -- 1429Lennart Gustafsson. A Case of Near-Optimal Sensory Integration Based on Kohonen Self-Organizing Maps
1430 -- 1461Ryan Pyle, Robert Rosenbaum. A Reservoir Computing Model of Reward-Modulated Motor Learning and Automaticity
1462 -- 1498Kenji Kawaguchi, Jiaoyang Huang, Leslie Pack Kaelbling. Effect of Depth and Width on Local Minima in Deep Learning
1499 -- 1517Amandeep Singh Bhatia, Mandeep Kaur Saggi, Ajay Kumar 0003, Sushma Jain. Matrix Product State-Based Quantum Classifier

Volume 31, Issue 6

1015 -- 1047John A. Berkowitz, Tatyana O. Sharpee. Quantifying Information Conveyed by Large Neuronal Populations
1048 -- 1065Vafa Andalibi, Henri Hokkanen, Simo Vanni. Controlling Complexity of Cerebral Cortex Simulations - I: CxSystem, a Flexible Cortical Simulation Framework
1066 -- 1084Henri Hokkanen, Vafa Andalibi, Simo Vanni. Controlling Complexity of Cerebral Cortex Simulations - II: Streamlined Microcircuits
1085 -- 1113Po-He Tseng, Núria Armengol Urpi, Mikhail A. Lebedev, Miguel A. L. Nicolelis. Decoding Movements from Cortical Ensemble Activity Using a Long Short-Term Memory Recurrent Network
1114 -- 1138Mina A. Khoei, Sio-Hoi Ieng, Ryad Benosman. Asynchronous Event-Based Motion Processing: From Visual Events to Probabilistic Sensory Representation
1139 -- 1182Francesca Mastrogiuseppe, Srdjan Ostojic. A Geometrical Analysis of Global Stability in Trained Feedback Networks
1183 -- 1214Suwa Xu, Bochao Jia, Faming Liang. Learning Moral Graphs in Construction of High-Dimensional Bayesian Networks for Mixed Data
1215 -- 1233Yunhua Chen, Yingchao Mai, Jinsheng Xiao, Ling Zhang. Improving the Antinoise Ability of DNNs via a Bio-Inspired Noise Adaptive Activation Function Rand Softplus

Volume 31, Issue 5

827 -- 848Shun-ichi Amari, Ryo Karakida, Masafumi Oizumi, Marco Cuturi. Information Geometry for Regularized Optimal Transport and Barycenters of Patterns
849 -- 869Jan Gosmann, Chris Eliasmith. Vector-Derived Transformation Binding: An Improved Binding Operation for Deep Symbol-Like Processing in Neural Networks
870 -- 896Thomas Bose, Andreagiovanni Reina, James A. R. Marshall. Inhibition and Excitation Shape Activity Selection: Effect of Oscillations in a Decision-Making Circuit
897 -- 918Roman Vyskovský, Daniel Schwarz, Tomás Kaspárek. Brain Morphometry Methods for Feature Extraction in Random Subspace Ensemble Neural Network Classification of First-Episode Schizophrenia
919 -- 942Xian-Lun Tang, Wei-Chang Ma, De-Song Kong, Wei Li. Semisupervised Deep Stacking Network with Adaptive Learning Rate Strategy for Motor Imagery EEG Recognition
943 -- 979Peng Yi, ShiNung Ching. Multiple Timescale Online Learning Rules for Information Maximization with Energetic Constraints
980 -- 997Purushottam D. Dixit. Introducing User-Prescribed Constraints in Markov Chains for Nonlinear Dimensionality Reduction
998 -- 1014Heiko Hoffmann. Sparse Associative Memory

Volume 31, Issue 4

0 -- 0Li Jing, Çaglar Gülçehre, John Peurifoy, Yichen Shen, Max Tegmark, Marin Soljacic, Yoshua Bengio. Gated Orthogonal Recurrent Units: On Learning to Forget
0 -- 0Matteo di Volo, Alberto Romagnoni, Cristiano Capone, Alain Destexhe. Biologically Realistic Mean-Field Models of Conductance-Based Networks of Spiking Neurons with Adaptation
0 -- 0Frédéric Crevecoeur, M. Gevers. Filtering Compensation for Delays and Prediction Errors during Sensorimotor Control
0 -- 0Daniel R. Kepple, Hamza Giaffar, Dmitry Rinberg, Alexei A. Koulakov. Deconstructing Odorant Identity via Primacy in Dual Networks
0 -- 0Gonzalo Safont, Addisson Salazar, Luis Vergara. Multiclass Alpha Integration of Scores from Multiple Classifiers
0 -- 0Yohei Saito, Takuya Kato. Decreasing the Size of the Restricted Boltzmann Machine
0 -- 0Zoran Tiganj, Samuel J. Gershman, Per B. Sederberg, Marc W. Howard. Estimating Scale-Invariant Future in Continuous Time
0 -- 0Diego A. Mesa, Justin Tantiongloc, Marcela Mendoza, Sanggyun Kim, Todd P. Coleman. A Distributed Framework for the Construction of Transport Maps

Volume 31, Issue 3

0 -- 0Anh Tuan Nguyen 0005, Jian Xu 0002, Diu Khue Luu, Qi Zhao, Zhi Yang. Advancing System Performance with Redundancy: From Biological to Artificial Designs
0 -- 0Peter L. Bartlett, David P. Helmbold, Philip M. Long. Gradient Descent with Identity Initialization Efficiently Learns Positive-Definite Linear Transformations by Deep Residual Networks
0 -- 0Haojie Hu, Rong Wang, Xiaojun Yang, Feiping Nie. Scalable and Flexible Unsupervised Feature Selection
0 -- 0Seyed Mohammad Ali Rahmati, Mostafa Rostami, Alireza Karimi. A Novel Optimization Framework to Improve the Computational Cost of Muscle Activation Prediction for a Neuromusculoskeletal System
0 -- 0Enzo Marinari. Forgetting Memories and Their Attractiveness
0 -- 0Michael Hauser, Sean Gunn, Samer Saab Jr, Asok Ray. State-Space Representations of Deep Neural Networks
0 -- 0DJ Strouse, David J. Schwab. The Information Bottleneck and Geometric Clustering

Volume 31, Issue 2

0 -- 0Jeffrey E. Arle, Nicolae Iftimia, Jay L. Shils, Longzhi Mei, Kristen W. Carlson. Dynamic Computational Model of the Human Spinal Cord Connectome
0 -- 0Conor Houghton. Calculating the Mutual Information between Two Spike Trains
0 -- 0Sebastian Gottwald, Daniel A. Braun. Systems of Bounded Rational Agents with Information-Theoretic Constraints
0 -- 0W. Shane Grant, Laurent Itti. Learning Invariant Features in Modulatory Networks through Conflict and Ambiguity
0 -- 0Christophe Gardella, Olivier Marre, Thierry Mora. Modeling the Correlated Activity of Neural Populations: A Review
0 -- 0Benjamin Scellier, Yoshua Bengio. Equivalence of Equilibrium Propagation and Recurrent Backpropagation
0 -- 0Andersen Man Shun Ang, Nicolas Gillis. Accelerating Nonnegative Matrix Factorization Algorithms Using Extrapolation
0 -- 0Michael J. Berry II, Felix Lebois, Avi Ziskind, Rava Azeredo da Silveira. Functional Diversity in the Retina Improves the Population Code

Volume 31, Issue 12

2293 -- 2323Kenji Kawaguchi, Jiaoyang Huang, Leslie Pack Kaelbling. Every Local Minimum Value Is the Global Minimum Value of Induced Model in Nonconvex Machine Learning
2324 -- 2347Davide Spalla, Alexis M. Dubreuil, Sophie Rosay, Rémi Monasson, Alessandro Treves. Can Grid Cell Ensembles Represent Multiple Spaces?
2348 -- 2367Tian Han 0001, Xianglei Xing, Jiawen Wu, Ying Nian Wu. Replicating Neuroscience Observations on ML/MF and AM Face Patches by Deep Generative Model
2368 -- 2389Mengwen Yuan, Xi Wu, Rui Yan 0005, Huajin Tang. Reinforcement Learning in Spiking Neural Networks with Stochastic and Deterministic Synapses
2390 -- 2431Takuya Isomura, Thomas Parr, Karl J. Friston. Bayesian Filtering with Multiple Internal Models: Toward a Theory of Social Intelligence
2432 -- 2491Tomoki Yoshida, Ichiro Takeuchi, Masayuki Karasuyama. Safe Triplet Screening for Distance Metric Learning
2492 -- 2522Gabriel A. Silva. The Effect of Signaling Latencies and Node Refractory States on the Dynamics of Networks
2523 -- 2561Lili Su, Chia-Jung Chang, Nancy A. Lynch. Spike-Based Winner-Take-All Computation: Fundamental Limits and Order-Optimal Circuits
2562 -- 2580Philip M. Long, Hanie Sedghi. On the Effect of the Activation Function on the Distribution of Hidden Nodes in a Deep Network

Volume 31, Issue 11

2025 -- 2074Ahmadreza Ahmadi, Jun Tani. A Novel Predictive-Coding-Inspired Variational RNN Model for Online Prediction and Recognition
2075 -- 2137Roozbeh Farhoodi, Khashayar Filom, Ilenna Simone Jones, Konrad P. Körding. On Functions Computed on Trees
2138 -- 2176Luis Gonzalo Sánchez Giraldo, Odelia Schwartz. Integrating Flexible Normalization into Midlevel Representations of Deep Convolutional Neural Networks
2177 -- 2211Saurabh Bhaskar Shaw, Kiret Dhindsa, James P. Reilly, Suzanna Becker. Capturing the Forest but Missing the Trees: Microstates Inadequate for Characterizing Shorter-Scale EEG Dynamics
2212 -- 2251Terry Elliott. Dynamic Integrative Synaptic Plasticity Explains the Spacing Effect in the Transition from Short- to Long-Term Memory
2252 -- 2265Felix Weissenberger, Marcelo Matheus Gauy, Xun Zou, Angelika Steger. Mutual Inhibition with Few Inhibitory Cells via Nonlinear Inhibitory Synaptic Interaction
2266 -- 2291Xin Yao 0003, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun. Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning

Volume 31, Issue 10

1915 -- 1944Jagadish Bandaru, Pradeep Kumar Mishra, Pavana Ravi Sai Kiran Malyala, Pachamuthu Rajalakshmi. A Real-Time Health 4.0 Framework with Novel Feature Extraction and Classification for Brain-Controlled IoT-Enabled Environments
1945 -- 1963Brian A. Mitchell, N. Lauharatanahirun, Javier O. Garcia, Nicholas F. Wymbs, Scott T. Grafton, Jean M. Vettel, Linda R. Petzold. A Minimum Free Energy Model of Motor Learning
1964 -- 1984Yuxiu Shao, Binxu Wang, Andrew T. Sornborger, Louis Tao. A Mechanism for Synaptic Copy Between Neural Circuits
1985 -- 2003Chen Beer, Omri Barak. One Step Back, Two Steps Forward: Interference and Learning in Recurrent Neural Networks
2004 -- 2024Alexander J. A. Ty, Zheng Fang, Rivver A. Gonzalez, Paul J. Rozdeba, Henry D. I. Abarbanel. Machine Learning of Time Series Using Time-Delay Embedding and Precision Annealing

Volume 31, Issue 1

0 -- 0Tianci Liu, Zelin Shi, Yunpeng Liu. Supervised Dimensionality Reduction on Grassmannian for Image Set Recognition
0 -- 0Haibin Li, Yangtian Li, Shangjie Li. Dual Neural Network Method for Solving Multiple Definite Integrals
0 -- 0Carina Curto, Jesse Geneson, Katherine Morrison. Fixed Points of Competitive Threshold-Linear Networks
0 -- 0Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Felipe M. G. França, Priscila M. V. Lima. The Exact VC Dimension of the WiSARD n-Tuple Classifier
0 -- 0Gunnar Blohm, Paul Schrater, Konrad P. Körding. Ten Simple Rules for Organizing and Running a Successful Intensive Two-Week Course
0 -- 0Erik Rybakken, Nils Baas, Benjamin Dunn. Decoding of Neural Data Using Cohomological Feature Extraction
0 -- 0Terry Elliott. First Passage Time Memory Lifetimes for Simple, Multistate Synapses: Beyond the Eigenvector Requirement