Journal: Neural Computation

Volume 29, Issue 9

2293 -- 2351William Softky, Criscillia Benford. Sensory Metrics of Neuromechanical Trust
2352 -- 2449Waseem Rawat, Zenghui Wang. Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
2450 -- 2490Sacha Sokoloski. Implementing a Bayes Filter in a Neural Circuit: The Case of Unknown Stimulus Dynamics
2491 -- 2510Clemens Korndörfer, Ekkehard Ullner, Jordi García-Ojalvo, Gordon Pipa. Cortical Spike Synchrony as a Measure of Input Familiarity
2511 -- 2527Romain D. Cazé, Sarah Jarvis, Amanda J. Foust, Simon R. Schultz. Dendrites Enable a Robust Mechanism for Neuronal Stimulus Selectivity
2528 -- 2552Sensen Liu, ShiNung Ching. Recurrent Information Optimization with Local, Metaplastic Synaptic Dynamics
2553 -- 2579Ronghua Shang, Chiyang Liu, Yang Meng, Licheng Jiao, Rustam Stolkin. Nonnegative Matrix Factorization with Rank Regularization and Hard Constraint

Volume 29, Issue 8

2021 -- 2029Josue Orellana, Jordan Rodu, Robert E. Kass. Population Vectors Can Provide Near Optimal Integration of Information
2030 -- 2054Sorinel A. Oprisan. Predicting the Existence and Stability of Phase-Locked Mode in Neural Networks Using Generalized Phase-Resetting Curve
2055 -- 2075Takeru Matsuda, Fumiyasu Komaki. Multivariate Time Series Decomposition into Oscillation Components
2076 -- 2122Voot Tangkaratt, Hiroaki Sasaki, Masashi Sugiyama. Direct Estimation of the Derivative of Quadratic Mutual Information with Application in Supervised Dimension Reduction
2123 -- 2163Johan A. K. Suykens. Deep Restricted Kernel Machines Using Conjugate Feature Duality
2164 -- 2176Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan. Rank Selection in Nonnegative Matrix Factorization using Minimum Description Length
2177 -- 2202Jacquelyn A. Shelton, Jan Gasthaus, Zhenwen Dai, Jörg Lücke, Arthur Gretton. GP-Select: Accelerating EM Using Adaptive Subspace Preselection
2203 -- 2291Giorgio Gnecco, Alberto Bemporad, Marco Gori, Marcello Sanguineti. LQG Online Learning

Volume 29, Issue 7

1745 -- 1768Paolo Puggioni, Marta Jelitai, Ian Duguid, Mark C. W. van Rossum. in Vivo
1769 -- 1814Ramana Dodla, Charles J. Wilson. Effect of Phase Response Curve Shape and Synaptic Driving Force on Synchronization of Coupled Neuronal Oscillators
1815 -- 1837Yaroslav Koshka, Dilina Perera, Spencer Hall, M. A. Novotny. Determination of the Lowest-Energy States for the Model Distribution of Trained Restricted Boltzmann Machines Using a 1000 Qubit D-Wave 2X Quantum Computer
1838 -- 1878Hideitsu Hino, Jun Fujiki, Shotaro Akaho, Noboru Murata. Local Intrinsic Dimension Estimation by Generalized Linear Modeling
1879 -- 1901Tieliang Gong, ZongBen Xu, Hong Chen. Generalization Analysis of Fredholm Kernel Regularized Classifiers
1902 -- 1918De Cheng, Feiping Nie, Jiande Sun, Yihong Gong. A Weight-Adaptive Laplacian Embedding for Graph-Based Clustering
1919 -- 1963Harikrishna Narasimhan, Shivani Agarwal 0001. Support Vector Algorithms for Optimizing the Partial Area under the ROC Curve
1964 -- 1985Dengchao He, Hongjun Zhang, Wenning Hao, Rui Zhang, Kai Cheng. A Customized Attention-Based Long Short-Term Memory Network for Distant Supervised Relation Extraction
1986 -- 2003Yan-shuo Chang, Feiping Nie, Ming-yu Wang. Multiview Feature Analysis via Structured Sparsity and Shared Subspace Discovery
2004 -- 2020Claudia Lainscsek, Lyle E. Muller, Aaron L. Sampson, Terrence J. Sejnowski. Analytical Derivation of Nonlinear Spectral Effects and 1/f Scaling Artifact in Signal Processing of Real-World Data

Volume 29, Issue 6

1441 -- 1467Vitaly L. Galinsky, Lawrence R. Frank. A Unified Theory of Neuro-MRI Data Shows Scale-Free Nature of Connectivity Modes
1468 -- 1527Terry Elliott. Mean First Passage Memory Lifetimes by Reducing Complex Synapses to Simple Synapses
1528 -- 1560Mehrdad Salmasi, Martin Stemmler, Stefan Glasauer, Alex Loebel. Information Rate Analysis of a Synaptic Release Site Using a Two-State Model of Short-Term Depression
1561 -- 1610Adrian E. Radillo, Alan Veliz-Cuba, Kresimir Josic, Zachary P. Kilpatrick. Evidence Accumulation and Change Rate Inference in Dynamic Environments
1611 -- 1630DJ Strouse, David J. Schwab. The Deterministic Information Bottleneck
1631 -- 1666Takashi Uehara, Matteo Sartori, Toshihisa Tanaka, Simone G. O. Fiori. Robust Averaging of Covariances for EEG Recordings Classification in Motor Imagery Brain-Computer Interfaces
1667 -- 1680Onder Aydemir. Olfactory Recognition Based on EEG Gamma-Band Activity
1681 -- 1695Asieh Abolpour Mofrad, Matthew G. Parker. Nested-Clique Network Model of Neural Associative Memory
1696 -- 1720Takashi Kanamaru. Chaotic Pattern Alternations Can Reproduce Properties of Dominance Durations in Multistable Perception
1721 -- 1744Ning Li, Jinde Cao, Ahmed Alsaedi, Fuad E. Alsaadi. Lag Synchronization Criteria for Memristor-Based Coupled Neural Networks via Parameter Mismatches Analysis Approach

Volume 29, Issue 5

1151 -- 1203Zhi-Yong Ran, Bao-Gang Hu. Parameter Identifiability in Statistical Machine Learning: A Review
1204 -- 1228Jonathan Y. Suen, Saket Navlakha. Using Inspiration from Synaptic Plasticity Rules to Optimize Traffic Flow in Distributed Engineered Networks
1229 -- 1262James C. R. Whittington, Rafal Bogacz. An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity
1263 -- 1292Miho Itoh, Timothée G. Leleu. Modulation of Context-Dependent Spatiotemporal Patterns within Packets of Spiking Activity
1293 -- 1316Yuan Zhao, Il Memming Park. Variational Latent Gaussian Process for Recovering Single-Trial Dynamics from Population Spike Trains
1317 -- 1351Shashanka Ubaru, Yousef Saad, Abd-Krim Seghouane. Fast Estimation of Approximate Matrix Ranks Using Spectral Densities
1352 -- 1374Xiaowei Zhao, Feiping Nie, Sen Wang, Jun Guo, Pengfei Xu, XiaoJiang Chen. Unsupervised 2D Dimensionality Reduction with Adaptive Structure Learning
1375 -- 1405Marcelo Matheus Gauy, Florian Meier, Angelika Steger. Multiassociative Memory: Recurrent Synapses Increase Storage Capacity
1406 -- 1438Shuhei Fujiwara, Akiko Takeda, Takafumi Kanamori. DC Algorithm for Extended Robust Support Vector Machine
1439 -- 0Xiao Liang. Erratum to "A Note on Divergences"

Volume 29, Issue 4

867 -- 887Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles. Unifying Adversarial Training Algorithms with Data Gradient Regularization
888 -- 896Minjoon Kouh. Information Maximization Explains the Sparseness of Presynaptic Neural Response
897 -- 936Jonathan Touboul, Alberto Romagnoni, Robert Schwartz. On the Dynamical Interplay of Positive and Negative Affects
937 -- 967G. Manjunath. Evolving Network Model That Almost Regenerates Epileptic Data
968 -- 989Radek Marecek, Martin Lamos, René Labounek, Marek Barton, Tomás Slavícek, Michal Mikl, Ivan Rektor, Milan Brázdil. Multiway Array Decomposition of EEG Spectrum: Implications of Its Stability for the Exploration of Large-Scale Brain Networks
990 -- 1020Hien Duy Nguyen, Geoffrey J. McLachlan, Pierre Orban, Pierre Bellec, Andrew L. Janke. Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data
1021 -- 1052Peter J. Siekmeier. An in Silico, Biomarker-Based Method for the Evaluation of Virtual Neuropsychiatric Drug Effects
1053 -- 1102Hossein Soleimani, David J. Miller. Semisupervised, Multilabel, Multi-Instance Learning for Structured Data
1103 -- 1123Qixiang Liao, Shudao Zhou, Hanqing Shi, Weilai Shi. Parameter Estimation of Nonlinear Systems by Dynamic Cuckoo Search
1124 -- 1150Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng. 2, 1-Norm Maximization-Based Robust PCA for Reconstruction

Volume 29, Issue 3

555 -- 577Yoshua Bengio, Thomas Mesnard, Asja Fischer, Saizheng Zhang, Yuhuai Wu. STDP-Compatible Approximation of Backpropagation in an Energy-Based Model
578 -- 602Arash Samadi, Timothy P. Lillicrap, Douglas B. Tweed. Deep Learning with Dynamic Spiking Neurons and Fixed Feedback Weights
603 -- 642Anup Das, Aaron L. Sampson, Claudia Lainscsek, Lyle Muller, Wutu Lin, John C. Doyle, Sydney S. Cash, Eric Halgren, Terrence J. Sejnowski. Interpretation of the Precision Matrix and Its Application in Estimating Sparse Brain Connectivity during Sleep Spindles from Human Electrocorticography Recordings
643 -- 678Thomas Burwick, Alexandros Bouras. Selective Interareal Synchronization through Gamma Frequency Differences and Slower-Rhythm Gamma Phase Reset
679 -- 715Ramazan Tekin, Mehmet Emin Tagluk. Effects of Small-World Rewiring Probability and Noisy Synaptic Conductivity on Slow Waves: Cortical Network
716 -- 734Yongseok Yoo, Woori Kim. On Decoding Grid Cell Population Codes Using Approximate Belief Propagation
735 -- 782Mauro Ursino, Cristiano Cuppini, Elisa Magosso. Multisensory Bayesian Inference Depends on Synapse Maturation during Training: Theoretical Analysis and Neural Modeling Implementation
783 -- 803Jonathan Platkiewicz, Eran Stark, Asohan Amarasingham. Spike-Centered Jitter Can Mistake Temporal Structure
804 -- 824W. Joseph MacInnes. Multiple Diffusion Models to Compare Saccadic and Manual Responses for Inhibition of Return
825 -- 860Yunwen Lei, Ding-Xuan Zhou. Analysis of Online Composite Mirror Descent Algorithm
861 -- 866Nolan Conaway, Kenneth J. Kurtz. Solving Nonlinearly Separable Classifications in a Single-Layer Neural Network

Volume 29, Issue 2

287 -- 312Saket Navlakha. Learning the Structural Vocabulary of a Network
332 -- 367Takeru Matsuda, Fumiyasu Komaki. Time Series Decomposition into Oscillation Components and Phase Estimation
368 -- 393Nils Kurzawa, Christopher Summerfield, Rafal Bogacz. Neural Circuits Trained with Standard Reinforcement Learning Can Accumulate Probabilistic Information during Decision Making
394 -- 422Marta Favali, Giovanna Citti, Alessandro Sarti. Local and Global Gestalt Laws: A Neurally Based Spectral Approach
423 -- 457Peng Liu, Zhigang Zeng, Jun Wang. Multistability of Delayed Recurrent Neural Networks with Mexican Hat Activation Functions
458 -- 484Samuel P. Muscinelli, Wulfram Gerstner, Johanni Brea. Exponentially Long Orbits in Hopfield Neural Networks
485 -- 501Xian Liu, Jing Gao, Guan Wang, Zhi-Wang Chen. Controllability Analysis of the Neural Mass Model with Dynamic Parameters
502 -- 518Yuriy Romanyshyn, Andriy Smerdov, Svitlana Petrytska. Energy Model of Neuron Activation
519 -- 554Ruibo Wang, Yu Wang, Jihong Li, Xingli Yang, Jing Yang. 2 Cross-Validated Estimator of the Generalization Error

Volume 29, Issue 12

0 -- 0Alison I. Weber, Jonathan W. Pillow. Capturing the Dynamical Repertoire of Single Neurons with Generalized Linear Models
0 -- 0Claudia Lainscsek, Jonathan Weyhenmeyer, Sydney S. Cash, Terrence J. Sejnowski. Delay Differential Analysis of Seizures in Multichannel Electrocorticography Data
0 -- 0Adrianna Loback, Jason Prentice, Mark Ioffe, Michael Berry II. Noise-Robust Modes of the Retinal Population Code Have the Geometry of "Ridges" and Correspond to Neuronal Communities
0 -- 0Samuel J. Gershman. Dopamine, Inference, and Uncertainty
0 -- 0Shaobo Lin, Jinshan Zeng, Xiangyu Chang. Learning Rates for Classification with Gaussian Kernels
0 -- 0Terry Elliott. First Passage Time Memory Lifetimes for Simple, Multistate Synapses
0 -- 0Yan-shuo Chang, Feiping Nie, Zhihui Li, Xiaojun Chang, Heng Huang. Refined Spectral Clustering via Embedded Label Propagation
0 -- 0Sonia Todorova, Valérie Ventura. Neural Decoding: A Predictive Viewpoint
0 -- 0Alexander G. Ororbia II, Tomas Mikolov, David Reitter. Learning Simpler Language Models with the Differential State Framework

Volume 29, Issue 11

0 -- 0Alex T. Piet, Jeffrey C. Erlich, Charles D. Kopec, Carlos D. Brody. Rat Prefrontal Cortex Inactivations during Decision Making Are Explained by Bistable Attractor Dynamics
0 -- 0Liangzhi Chen, Haizhang Zhang. Margin Error Bounds for Support Vector Machines on Reproducing Kernel Banach Spaces
0 -- 0Jie Yang, Yan Ma, Xiangfen Zhang, Shunbao Li, Yuping Zhang. k-Means Algorithm
0 -- 0R. Bestel, Revathi Appali, Ursula van Rienen, C. Thielemann. Effect of Morphologic Features of Neurons on the Extracellular Electric Potential: A Simulation Study Using Cable Theory and Electro-Quasi-Static Equations
0 -- 0Cengiz Pehlevan, Sreyas Mohan, Dmitri B. Chklovskii. Blind Nonnegative Source Separation Using Biological Neural Networks
0 -- 0Liming Yang, Zhuo Ren, Yidan Wang, Hongwei Dong. A Robust Regression Framework with Laplace Kernel-Induced Loss
0 -- 0Georgios Exarchakis, Jörg Lücke. Discrete Sparse Coding
0 -- 0Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen. Simultaneous Estimation of Nongaussian Components and Their Correlation Structure
0 -- 0Phan Duy Nhat, Hoai An Le Thi, Tao Pham Dinh. Sparse Covariance Matrix Estimation by DCA-Based Algorithms

Volume 29, Issue 10

2581 -- 2632Tiger W. Lin, Anup Das, Giri P. Krishnan, Maxim Bazhenov, Terrence J. Sejnowski. Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings
2633 -- 2683Karl J. Friston, Marco Lin, Christopher D. Frith, Giovanni Pezzulo, J. Allan Hobson, Sasha Ondobaka. Active Inference, Curiosity and Insight
2684 -- 2711Stefano Recanatesi, Mikhail Katkov, Misha Tsodyks. Memory States and Transitions between Them in Attractor Neural Networks
2712 -- 2741Rasmus Erbou Roge, Kristoffer Hougaard Madsen, Mikkel N. Schmidt, Morten Mørup. Infinite von Mises-Fisher Mixture Modeling of Whole Brain fMRI Data
2742 -- 2768Kiret Dhindsa, Dean Carcone, Suzanna Becker. Toward an Open-Ended BCI: A User-Centered Coadaptive Design
2769 -- 2799Peter N. Loxley. The Two-Dimensional Gabor Function Adapted to Natural Image Statistics: A Model of Simple-Cell Receptive Fields and Sparse Structure in Images
2800 -- 2824Yusen Zhan, Haitham Bou-Ammar, Matthew E. Taylor. Nonconvex Policy Search Using Variational Inequalities
2825 -- 2859Jia Cai, Hongwei Sun. Constrained ERM Learning of Canonical Correlation Analysis: A Least Squares Perspective

Volume 29, Issue 1

1 -- 49Karl John Friston, Thomas H. B. FitzGerald, Francesco Rigoli, Philipp Schwartenbeck, Giovanni Pezzulo. Active Inference: A Process Theory
50 -- 93Cian O'Donnell, J. Tiago Gonçalves, Nick Whiteley, Carlos Portera-Cailliau, Terrence J. Sejnowski. The Population Tracking Model: A Simple, Scalable Statistical Model for Neural Population Data
94 -- 117William Severa, Ojas Parekh, Conrad D. James, James B. Aimone. A Combinatorial Model for Dentate Gyrus Sparse Coding
118 -- 145Jonathan Cannon. Analytical Calculation of Mutual Information between Weakly Coupled Poisson-Spiking Neurons in Models of Dynamically Gated Communication
146 -- 170Bruno Cessac, Arnaud Le Ny, Eva Löcherbach. On the Mathematical Consequences of Binning Spike Trains
171 -- 193Rongchang Zhao, Min Wu, Xiyao Liu, Beiji Zou, Fangfang Li. Orientation Histogram-Based Center-Surround Interaction: An Integration Approach for Contour Detection
194 -- 219Min Wu 0002, Ting Wan, Xiongbo Wan, Yu-xiao Du, Jinhua She. Fast, Accurate Localization of Epileptic Seizure Onset Zones Based on Detection of High-Frequency Oscillations Using Improved Wavelet Transform and Matching Pursuit Methods
220 -- 246Alejandro Agostini, Enric Celaya. Online Reinforcement Learning Using a Probability Density Estimation
247 -- 262Chao Zhang, Lei Du, Dacheng Tao. LSV-Based Tail Inequalities for Sums of Random Matrices
263 -- 285Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad. Improving the Incoherence of a Learned Dictionary via Rank Shrinkage