Journal: Neural Computation

Volume 28, Issue 9

1723 -- 1768Jalal Etesami, Negar Kiyavash, Todd P. Coleman. Learning Minimal Latent Directed Information Polytrees
1769 -- 1811Lawrence R. Frank, Vitaly L. Galinsky. Dynamic Multiscale Modes of Resting State Brain Activity Detected by Entropy Field Decomposition
1812 -- 1839Karl J. Friston, Ivan Herreros-Alonso. Active Inference and Learning in the Cerebellum
1840 -- 1858Balázs Hangya, Joshua I. Sanders, Ádám Kepecs. A Mathematical Framework for Statistical Decision Confidence
1859 -- 1888Takuya Isomura, Koji Sakai, Kiyoshi Kotani, Yasuhiko Jimbo. Linking Neuromodulated Spike-Timing Dependent Plasticity with the Free-Energy Principle
1889 -- 1926Gautam Kumar, ShiNung Ching. The Geometry of Plasticity-Induced Sensitization in Isoinhibitory Rate Motifs
1927 -- 1984Terry Elliott. The Enhanced Rise and Delayed Fall of Memory in a Model of Synaptic Integration: Extension to Discrete State Synapses
1985 -- 2010Guillaume Lajoie, Lai-Sang Young. Dynamic Signal Tracking in a Simple V1 Spiking Model

Volume 28, Issue 8

1453 -- 1497E. Paxon Frady, Ashish Kapoor, Eric Horvitz, William B. Kristan Jr.. Scalable Semisupervised Functional Neurocartography Reveals Canonical Neurons in Behavioral Networks
1498 -- 1502Henning U. Voss. The Leaky Integrator with Recurrent Inhibition as a Predictor
1503 -- 1526Yanping Huang, Rajesh P. N. Rao. Bayesian Inference and Online Learning in Poisson Neuronal Networks
1527 -- 1552Christian Leibold, Mauro M. Monsalve-Mercado. Asymmetry of Neuronal Combinatorial Codes Arises from Minimizing Synaptic Weight Change
1553 -- 1573Asieh Abolpour Mofrad, Matthew G. Parker, Zahra Ferdosi, Mohammad Hesam Tadayon. Clique-Based Neural Associative Memories with Local Coding and Precoding
1574 -- 1598Susmita Mall, Snehashish Chakraverty. Hermite Functional Link Neural Network for Solving the Van der Pol-Duffing Oscillator Equation
1599 -- 1662Varun Raj Kompella, Matthew D. Luciw, Marijn F. Stollenga, Jürgen Schmidhuber. Optimal Curiosity-Driven Modular Incremental Slow Feature Analysis
1663 -- 1693Karthik Devarajan, Vincent C. K. Cheung. A Quasi-Likelihood Approach to Nonnegative Matrix Factorization
1694 -- 1722Yu Wang, Jihong Li. K-Fold Cross-Validated Beta Distribution

Volume 28, Issue 7

1249 -- 1264Haruo Hosoya, Aapo Hyvärinen. Learning Visual Spatial Pooling by Strong PCA Dimension Reduction
1265 -- 1288Marc-Alexandre Côté, Hugo Larochelle. An Infinite Restricted Boltzmann Machine
1289 -- 1304Namig J. Guliyev, Vugar E. Ismailov. A Single Hidden Layer Feedforward Network with Only One Neuron in the Hidden Layer Can Approximate Any Univariate Function
1305 -- 1355Pascal Kropf, Amir Shmuel. 1D Current Source Density (CSD) Estimation in Inverse Theory: A Unified Framework for Higher-Order Spectral Regularization of Quadrature and Expansion-Type CSD Methods
1356 -- 1387Rahul Agarwal, Zhe Chen, Fabian Kloosterman, Matthew A. Wilson, Sridevi V. Sarma. A Novel Nonparametric Approach for Neural Encoding and Decoding Models of Multimodal Receptive Fields
1388 -- 1410Ikko Yamane, Hiroaki Sasaki, Masashi Sugiyama. Regularized Multitask Learning for Multidimensional Log-Density Gradient Estimation
1411 -- 1451Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega. Nonlinear Memory Capacity of Parallel Time-Delay Reservoir Computers in the Processing of Multidimensional Signals

Volume 28, Issue 6

999 -- 1041Mahyar Hamedi, Sh-Hussain Salleh, Alias Mohd Noor. Electroencephalographic Motor Imagery Brain Connectivity Analysis for BCI: A Review
1042 -- 1050Vasek Chvátal, Mark Goldsmith, Nan Yang. McCulloch-Pitts Brains and Pseudorandom Functions
1051 -- 1071Yuri Dabaghian. Maintaining Consistency of Spatial Information in the Hippocampal Network: A Combinatorial Geometry Model
1072 -- 1100Kun Zhan, Jicai Teng, Jinhui Shi, Qiaoqiao Li, Mingying Wang. Feature-Linking Model for Image Enhancement
1101 -- 1140Hiroaki Sasaki, Yung-Kyun Noh, Gang Niu, Masashi Sugiyama. Direct Density Derivative Estimation
1141 -- 1162Akifumi Notsu, Shinto Eguchi. Robust Clustering Method in the Presence of Scattered Observations
1163 -- 1216Hoai An Le Thi, Xuan Thanh Vo, Tao Pham Dinh. Efficient Nonnegative Matrix Factorization by DC Programming and DCA
1217 -- 1247Yunlong Feng, Yuning Yang, Xiaolin Huang, Siamak Mehrkanoon, Johan A. K. Suykens. Robust Support Vector Machines for Classification with Nonconvex and Smooth Losses

Volume 28, Issue 5

801 -- 814Furui Liu, Laiwan Chan. Causal Inference on Discrete Data via Estimating Distance Correlations
815 -- 825Mark Tygert, Joan Bruna, Soumith Chintala, Yann LeCun, Serkan Piantino, Arthur Szlam. A Mathematical Motivation for Complex-Valued Convolutional Networks
826 -- 848Arunava Banerjee. Learning Precise Spike Train-to-Spike Train Transformations in Multilayer Feedforward Neuronal Networks
849 -- 881Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass. Separating Spike Count Correlation from Firing Rate Correlation
882 -- 913Vinay Shirhatti, Ayon Borthakur, Supratim Ray. Effect of Reference Scheme on Power and Phase of the Local Field Potential
914 -- 949Victor Solo. State-Space Analysis of Granger-Geweke Causality Measures with Application to fMRI
950 -- 969Naoki Kudo, Kyuheong Choi, Takahiro Kagawa, Yoji Uno. Whole-Body Reaching Movements Formulated by Minimum Muscle-Tension Change Criterion
970 -- 998Ivan S. Zivkovic, Predrag S. Stanimirovic, Yimin Wei. Recurrent Neural Network for Computing Outer Inverse

Volume 28, Issue 4

613 -- 628Claus Agerskov. Vector Symbolic Spiking Neural Network Model of Hippocampal Subarea CA1 Novelty Detection Functionality
629 -- 651August Romeo, Hans Supèr. Feature-Based Attention by Lateral Spike Synchronization
652 -- 666Wei Wei, Xiao-Jing Wang. Downstream Effect of Ramping Neuronal Activity through Synapses with Short-Term Plasticity
667 -- 685Jeong-Yoon Lee, Youngmin Oh, Sung Shin Kim, Robert A. Scheidt, Nicolas Schweighofer. Optimal Schedules in Multitask Motor Learning
686 -- 715Kishan Wimalawarne, Ryota Tomioka, Masashi Sugiyama. Theoretical and Experimental Analyses of Tensor-Based Regression and Classification
716 -- 742Saurabh Paul, Petros Drineas. Feature Selection for Ridge Regression with Provable Guarantees
743 -- 777Yiming Ying, Ding-Xuan Zhou. Online Pairwise Learning Algorithms
778 -- 799Yang Liu, Jinde Cao, Liangjie Sun, Jianquan Lu. Sampled-Data State Feedback Stabilization of Boolean Control Networks

Volume 28, Issue 3

445 -- 484Aapo Hyvärinen, Junichiro Hirayama, Vesa Kiviniemi, Motoaki Kawanabe. Orthogonal Connectivity Factorization: Interpretable Decomposition of Variability in Correlation Matrices
485 -- 492Hien Duy Nguyen, Ian A. Wood. A Block Successive Lower-Bound Maximization Algorithm for the Maximum Pseudo-Likelihood Estimation of Fully Visible Boltzmann Machines
493 -- 524Seth H. Weinberg. 2+-Dependent Signaling Cascades and Synaptic Vesicle Release
525 -- 562Yunlong Feng, Shao-Gao Lv, Hanyuan Hang, Johan A. K. Suykens. Kernelized Elastic Net Regularization: Generalization Bounds, and Sparse Recovery
563 -- 593Yao Ma, Tingting Zhao, Kohei Hatano, Masashi Sugiyama. An Online Policy Gradient Algorithm for Markov Decision Processes with Continuous States and Actions
594 -- 612Colin H. LaMont, Paul A. Wiggins. The Development of an Information Criterion for Change-Point Analysis

Volume 28, Issue 2

257 -- 285Sarath Chandar, Mitesh M. Khapra, Hugo Larochelle, Balaraman Ravindran. Correlational Neural Networks
286 -- 304Victor L. Vvedensky, Andrey O. Prokofyev. Timing of Cortical Events Preceding Voluntary Movement
305 -- 326Xue-Xin Wei, Alan A. Stocker. Mutual Information, Fisher Information, and Efficient Coding
327 -- 353Johan Westö, Patrick J. C. May, Hannu Tiitinen. Memory Stacking in Hierarchical Networks
354 -- 381Isabel Valera, Francisco J. R. Ruiz, Pablo M. Olmos, Carlos Blanco 0002, Fernando Pérez-Cruz. Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis
382 -- 444Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu. Filtering with State-Observation Examples via Kernel Monte Carlo Filter

Volume 28, Issue 12

2585 -- 2593Hien Duy Nguyen, Luke R. Lloyd-Jones, Geoffrey J. McLachlan. A Universal Approximation Theorem for Mixture-of-Experts Models
2594 -- 2627Karthik H. Shankar, Inder Singh, Marc W. Howard. Neural Mechanism to Simulate a Scale-Invariant Future
2628 -- 2655María da Fonseca, Inés Samengo. Derivation of Human Chromatic Discrimination Ability from an Information-Theoretical Notion of Distance in Color Space
2656 -- 2686Zhuo Wang, Alan A. Stocker, Daniel D. Lee. p Reconstruction Error
2687 -- 2725Ken Takano, Hideitsu Hino, Shotaro Akaho, Noboru Murata. e-Mixture Estimation
2726 -- 2756Changjin Xu, Peiluan Li, Yicheng Pang. Exponential Stability of Almost Periodic Solutions for Memristor-Based Neural Networks with Distributed Leakage Delays
2757 -- 2789Baosheng Yu, Meng Fang, Dacheng Tao. Per-Round Knapsack-Constrained Linear Submodular Bandits
2790 -- 2824Xuezhong Wang, Yimin Wei, Predrag S. Stanimirovic. Complex Neural Network Models for Time-Varying Drazin Inverse
2825 -- 2852Carina Curto, Katherine Morrison. Pattern Completion in Symmetric Threshold-Linear Networks
2853 -- 2889Hanyuan Hang, Yunlong Feng, Ingo Steinwart, Johan A. K. Suykens. Learning Theory Estimates with Observations from General Stationary Stochastic Processes

Volume 28, Issue 11

2291 -- 2319Marino Pagan, Eero P. Simoncelli, Nicole C. Rust. Neural Quadratic Discriminant Analysis: Nonlinear Decoding with V1-Like Computation
2320 -- 2351Brian S. Robinson, Theodore W. Berger, Dong Song. Identification of Stable Spike-Timing-Dependent Plasticity from Spiking Activity with Generalized Multilinear Modeling
2352 -- 2392Mélisande Albert, Yann Bouret, Magalie Fromont, Patricia Reynaud-Bouret. Surrogate Data Methods Based on a Shuffling of the Trials for Synchrony Detection: The Centering Issue
2393 -- 2460Terry Elliott. Variations on the Theme of Synaptic Filtering: A Comparison of Integrate-and-Express Models of Synaptic Plasticity for Memory Lifetimes
2461 -- 2473Simon de Montigny, Benoît R. Mâsse. On the Analytical Solution of Firing Time for SpikeProp
2474 -- 2504Yuwei Cui, Subutai Ahmad, Jeff Hawkins. Continuous Online Sequence Learning with an Unsupervised Neural Network Model
2505 -- 2532Sou Nobukawa, Haruhiko Nishimura. Chaotic Resonance in Coupled Inferior Olive Neurons with the Llinás Approach Neuron Model
2533 -- 2556Vitaly L. Galinsky, Lawrence R. Frank. The Lamellar Structure of the Brain Fiber Pathways
2557 -- 2584Subhrajit Roy, Arindam Basu. An Online Structural Plasticity Rule for Generating Better Reservoirs

Volume 28, Issue 10

2011 -- 2044Daniel Martí, Mattia Rigotti, Mingoo Seok, Stefano Fusi. Energy-Efficient Neuromorphic Classifiers
2045 -- 2062Xiao Liang. A Note on Divergences
2063 -- 2090William W. Lytton, Alexandra Seidenstein, Salvador Dura-Bernal, Robert A. McDougal, Felix Schürmann, Michael L. Hines. Simulation Neurotechnologies for Advancing Brain Research: Parallelizing Large Networks in NEURON
2091 -- 2128Jacob Kanev, Achilleas Koutsou, Chris Christodoulou, Klaus Obermayer. Integrator or Coincidence Detector: A Novel Measure Based on the Discrete Reverse Correlation to Determine a Neuron's Operational Mode
2129 -- 2161Henry C. Tuckwell, Susanne Ditlevsen. The Space-Clamped Hodgkin-Huxley System with Random Synaptic Input: Inhibition of Spiking by Weak Noise and Analysis with Moment Equations
2162 -- 2180Marie Levakova, Massimiliano Tamborrino, Lubomir Kostal, Petr Lánský. Presynaptic Spontaneous Activity Enhances the Accuracy of Latency Coding
2181 -- 2212Haoqi Sun, Olga Sourina, Guang-Bin Huang. Learning Polychronous Neuronal Groups Using Joint Weight-Delay Spike-Timing-Dependent Plasticity
2213 -- 2249Tongliang Liu, Dacheng Tao, Dong Xu. k-Dimensional Coding Schemes
2250 -- 2290Nathan William Churchill, Kristoffer Hougaard Madsen, Morten Mørup. The Functional Segregation and Integration Model: Mixture Model Representations of Consistent and Variable Group-Level Connectivity in fMRI

Volume 28, Issue 1

1 -- 44Anca Radulescu. Neural Network Spectral Robustness under Perturbations of the Underlying Graph
45 -- 70Anoop Korattikara, Yutian Chen, Max Welling. Sequential Tests for Large-Scale Learning
71 -- 88Hongzhi Tong. A Note on Support Vector Machines with Polynomial Kernels
89 -- 117Vijay Mohan K. Namboodiri, Stefan Mihalas, Marshall G. Hussain Shuler. Analytical Calculation of Errors in Time and Value Perception Due to a Subjective Time Accumulator: A Mechanistic Model and the Generation of Weber's Law
118 -- 186Andreas Knoblauch. Efficient Associative Computation with Discrete Synapses
187 -- 215Osamu Hoshino, Mei Hong Zheng, Kazuo Watanabe. Reduction of Trial-to-Trial Perceptual Variability by Intracortical Tonic Inhibition
216 -- 228David Gómez, Alfonso Rojas. An Empirical Overview of the No Free Lunch Theorem and Its Effect on Real-World Machine Learning Classification
229 -- 255Qiang Xi. Global Exponential Stability of Cohen-Grossberg Neural Networks with Piecewise Constant Argument of Generalized Type and Impulses