Journal: Neural Computation

Volume 26, Issue 9

1811 -- 1839Siddharth Dangi, Suraj Gowda, Helene G. Moorman, Amy L. Orsborn, Kelvin So, Maryam Shanechi, Jose M. Carmena. Continuous Closed-Loop Decoder Adaptation with a Recursive Maximum Likelihood Algorithm Allows for Rapid Performance Acquisition in Brain-Machine Interfaces
1840 -- 1872Nicholas Watters, George N. Reeke. Neuronal Spike Train Entropy Estimation by History Clustering
1873 -- 1923Terry Elliott. Memory Nearly on a Spring: A Mean First Passage Time Approach to Memory Lifetimes
1924 -- 1972Terry Elliott. Sparseness, Antisparseness and Anything in Between: The Operating Point of a Neuron Determines Its Computational Repertoire
1973 -- 2004Hesham Mostafa, Giacomo Indiveri. Sequential Activity in Asymmetrically Coupled Winner-Take-All Circuits
2005 -- 2024Yanchao Shi, Peiyong Zhu. Synchronization of Stochastic Competitive Neural Networks with Different Timescales and Reaction-Diffusion Terms
2025 -- 2051Babak Shahbaba, Bo Zhou, Shiwei Lan, Hernando Ombao, David Moorman, Sam Behseta. A Semiparametric Bayesian Model for Detecting Synchrony Among Multiple Neurons
2052 -- 2073Mira Guise, Alistair Knott, Lubica Benuskova. A Bayesian Model of Polychronicity
2074 -- 2101Hideitsu Hino, Noboru Murata. A Nonparametric Clustering Algorithm with a Quantile-Based Likelihood Estimator

Volume 26, Issue 8

1519 -- 1541Mijung Park, J. Patrick Weller, Gregory D. Horwitz, Jonathan W. Pillow. Bayesian Active Learning of Neural Firing Rate Maps with Transformed Gaussian Process Priors
1542 -- 1599Kechen Zhang. How to Compress Sequential Memory Patterns into Periodic Oscillations: General Reduction Rules
1600 -- 1623Eric Hunsberger, Matthew Scott, Chris Eliasmith. The Competing Benefits of Noise and Heterogeneity in Neural Coding
1624 -- 1666Dylan R. Muir, Matthew Cook. Anatomical Constraints on Lateral Competition in Columnar Cortical Architectures
1667 -- 1689Kamal Farah, Jackson E. T. Smith, Erik P. Cook. ROC-Based Estimates of Neural-Behavioral Covariations Using Matched Filters
1690 -- 1716Mei Hong Zheng, Takami Matsuo, Ai Miyamoto, Osamu Hoshino. Tonically Balancing Intracortical Excitation and Inhibition by GABAergic Gliotransmission
1717 -- 1762Gang Niu, Bo Dai, Makoto Yamada, Masashi Sugiyama. Information-Theoretic Semi-Supervised Metric Learning via Entropy Regularization
1763 -- 1809Erik M. Rehn, Davide Maltoni. Incremental Learning by Message Passing in Hierarchical Temporal Memory

Volume 26, Issue 7

1239 -- 1262George L. Chadderdon, Ashutosh Mohan, Benjamin A. Suter, Samuel A. Neymotin, Cliff C. Kerr, Joseph T. Francis, Gordon M. G. Shepherd, William W. Lytton. Motor Cortex Microcircuit Simulation Based on Brain Activity Mapping
1263 -- 1297Casey Diekman, Kohinoor Dasgupta, Vijay Nair, K. P. Unnikrishnan. Discovering Functional Neuronal Connectivity from Serial Patterns in Spike Train Data
1298 -- 1328Yun Shen, Michael J. Tobia, Tobias Sommer, Klaus Obermayer. Risk-Sensitive Reinforcement Learning
1329 -- 1339Saeed Saremi, Terrence J. Sejnowski. On Criticality in High-Dimensional Data
1340 -- 1361Xiangxiang Zeng, Xingyi Zhang, Tao Song, Linqiang Pan. Spiking Neural P Systems with Thresholds
1362 -- 1385Osamu Hoshino. Balanced Crossmodal Excitation and Inhibition Essential for Maximizing Multisensory Gain
1386 -- 1407Guido F. Montúfar. Universal Approximation Depth and Errors of Narrow Belief Networks with Discrete Units
1408 -- 1454Christine Tuleau-Malot, Amel Rouis, Franck Grammont, Patricia Reynaud-Bouret. Multiple Tests Based on a Gaussian Approximation of the Unitary Events Method with Delayed Coincidence Count
1455 -- 1483Atsushi Noda, Hideitsu Hino, Masami Tatsuno, Shotaro Akaho, Noboru Murata. Intrinsic Graph Structure Estimation Using Graph Laplacian
1484 -- 1517Zhitang Chen, Kun Zhang, Laiwan Chan, Bernhard Schölkopf. Causal Discovery via Reproducing Kernel Hilbert Space Embeddings

Volume 26, Issue 6

999 -- 1054Daniel Chicharro. A Causal Perspective on the Analysis of Signal and Noise Correlations and Their Role in Population Coding
1055 -- 1079Michiel D'Haene, Michiel Hermans, Benjamin Schrauwen. Toward Unified Hybrid Simulation Techniques for Spiking Neural Networks
1080 -- 1107Austin J. Brockmeier, John S. Choi, Evan G. Kriminger, Joseph T. Francis, Jose C. Principe. Neural Decoding with Kernel-Based Metric Learning
1108 -- 1127A. Llera, Vicenç Gómez, Hilbert J. Kappen. Adaptive Multiclass Classification for Brain Computer Interfaces
1128 -- 1168Karthik Devarajan, Vincent C. K. Cheung. On Nonnegative Matrix Factorization Algorithms for Signal-Dependent Noise with Application to Electromyography Data
1169 -- 1197Song Liu, John A. Quinn, Michael U. Gutmann, Taiji Suzuki, Masashi Sugiyama. Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation
1198 -- 1235Adam S. Charles, Han Lun Yap, Christopher J. Rozell. Short-Term Memory Capacity in Networks via the Restricted Isometry Property
1236 -- 1237Morten Mørup, Mikkel N. Schmidt. Neural Computation, Sept. 2012 , Vol. 24, No. 9: 2434-2456)

Volume 26, Issue 5

819 -- 859Thibaud Taillefumier, Marcelo Magnasco. A Transition to Sharp Timing in Stochastic Leaky Integrate-and-Fire Neurons Driven by Frozen Noisy Input
860 -- 906Jason M. Samonds, Brian Potetz, Tai Sing Lee. Sample Skewness as a Statistical Measurement of Neuronal Tuning Sharpness
907 -- 919Abd-Krim Seghouane, Yousef Saad. Prewhitening High-Dimensional fMRI Data Sets Without Eigendecomposition
920 -- 952José R. A. Torreão, Silvia M. C. Victer, Marcos S. Amaral. Signal-Tuned Gabor Functions as Models for Stimulus-Dependent Cortical Receptive Fields
953 -- 973Jirí Síma. Energy Complexity of Recurrent Neural Networks
974 -- 997Xingyi Zhang, Xiangxiang Zeng, Bin Luo, Linqiang Pan. On Some Classes of Sequential Spiking Neural P Systems

Volume 26, Issue 4

637 -- 653Justin B. Kinney, Gurinder S. Atwal. Parametric Inference in the Large Data Limit Using Maximally Informative Models
654 -- 692Anca Radulescu. Input Statistics and Hebbian Cross-Talk Effects
693 -- 711Peng Qi, Xiaolin Hu. Learning Nonlinear Statistical Regularities in Natural Images by Modeling the Outer Product of Image Intensities
712 -- 738Kirill Makukhin, Scott Bolland. Dissociable Forms of Repetition Priming: A Computational Model
739 -- 760Yunwen Lei, Lixin Ding. Refined Rademacher Chaos Complexity Bounds with Applications to the Multikernel Learning Problem
761 -- 780Guoqiang Zhong, Mohamed Cheriet. Large Margin Low Rank Tensor Analysis
781 -- 817Ching-Pei Lee, Chih-Jen Lin. Large-Scale Linear RankSVM

Volume 26, Issue 3

467 -- 471Samuel Gershman. Dopamine Ramps Are a Consequence of Reward Prediction Errors
472 -- 496Levin Kuhlmann, Michael Hauser-Raspe, Jonathan H. Manton, David B. Grayden, Jonathan Tapson, André van Schaik. Approximate, Computationally Efficient Online Learning in Bayesian Spiking Neurons
497 -- 522Zheng-Chu Guo, Yiming Ying. Guaranteed Classification via Regularized Similarity Learning
523 -- 556Phillip B. Schafer, Dezhe Z. Jin. Noise-Robust Speech Recognition Through Auditory Feature Detection and Spike Sequence Decoding
557 -- 591Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani 0001. Feature Selection for Ordinal Text Classification
592 -- 610T. J. Zeng, Q. Y. Feng. A Parallel Dual Matrix Method for Blind Signal Separation
611 -- 635Xinggang Wang, Zhengdong Zhang, Yi Ma, Xiang Bai, Wenyu Liu, Zhuowen Tu. Robust Subspace Discovery via Relaxed Rank Minimization

Volume 26, Issue 2

237 -- 263Luca Citi, Demba E. Ba, Emery N. Brown, Riccardo Barbieri. Likelihood Methods for Point Processes with Refractoriness
264 -- 305Aurel A. Lazar, Yevgeniy B. Slutskiy. Functional Identification of Spike-Processing Neural Circuits
306 -- 348Catalin V. Rusu, Razvan V. Florian. A New Class of Metrics for Spike Trains
349 -- 376Motoaki Kawanabe, Wojciech Samek, Klaus-Robert Müller, Carmen Vidaurre. Robust Common Spatial Filters with a Maxmin Approach
377 -- 420Ashkan Amiri, Simon Haykin. Improved Sparse Coding Under the Influence of Perceptual Attention
421 -- 448Akifumi Notsu, Osamu Komori, Shinto Eguchi. Spontaneous Clustering via Minimum Gamma-Divergence
449 -- 465Youshen Xia, Tianping Chen, Jinjun Shan. A Novel Iterative Method for Computing Generalized Inverse

Volume 26, Issue 12

2669 -- 2691Terence D. Sanger. Risk-Aware Control
2692 -- 2734Vishwanathan Mohan, Giulio Sandini, Pietro G. Morasso. A Neural Framework for Organization and Flexible Utilization of Episodic Memory in Cumulatively Learning Baby Humanoids
2735 -- 2789Tobias Brosch, Heiko Neumann. Computing with a Canonical Neural Circuits Model with Pool Normalization and Modulating Feedback
2790 -- 2797Gonzalo Mena, Liam Paninski. On Quadrature Methods for Refractory Point Process Likelihoods
2798 -- 2826Soledad Gonzalo Cogno, Susanne Schreiber, Inés Samengo. Dynamics and Reliability of Bistable Neurons Driven with Time-Dependent Stimuli
2827 -- 2854Le Thi Hoai An, Manh Cuong Nguyen, Tao Pham Dinh. A DC Programming Approach for Finding Communities in Networks
2855 -- 2895Saverio Salzo, Salvatore Masecchia, Alessandro Verri, Annalisa Barla. Alternating Proximal Regularized Dictionary Learning
2896 -- 2924Hong Li, Chuanbao Ren, Luoqing Li. U-Processes and Preference Learning
2925 -- 2943Xingyi Zhang, Bangju Wang, Linqiang Pan. Spiking Neural P Systems with a Generalized Use of Rules
2944 -- 2961Min Xia, W. K. Wong, Zhijie Wang. Sequence Memory Based on Coherent Spin-Interaction Neural Networks

Volume 26, Issue 11

2379 -- 2394Shabnam N. Kadir, Dan F. M. Goodman, Kenneth D. Harris. High-Dimensional Cluster Analysis with the Masked EM Algorithm
2395 -- 2418Yasuomi D. Sato, Kazuyuki Aihara. Changes of Firing Rate Induced by Changes of Phase Response Curve in Bifurcation Transitions
2419 -- 2440Hans Supèr, August Romeo. Approximate Emergent Synchrony in Spatially Coupled Spiking Neurons with Discrete Interaction
2441 -- 2464Hiroakira Matsui, Mei Hong Zheng, Osamu Hoshino. Facilitation of Neuronal Responses by Intrinsic Default Mode Network Activity
2465 -- 2492Woojae Kim, Mark A. Pitt, Zhong-Lin Lu, Mark Steyvers, Jay I. Myung. A Hierarchical Adaptive Approach to Optimal Experimental Design
2493 -- 2526Amin Karbasi, Amir Hesam Salavati, Amin Shokrollahi, Lav R. Varshney. Noise Facilitation in Associative Memories of Exponential Capacity
2527 -- 2540Chad Giusti, Vladimir Itskov. A No-Go Theorem for One-Layer Feedforward Networks
2541 -- 2569Akiko Takeda, Shuhei Fujiwara, Takafumi Kanamori. Extended Robust Support Vector Machine Based on Financial Risk Minimization
2570 -- 2593Zhiyi Zhang, Michael Grabchak. Nonparametric Estimation of Küllback-Leibler Divergence
2594 -- 2651Beatrice A. Golomb, Matthew Allison, Sabrina Koperski, Hayley J. Koslik, Sridevi Devaraj, Janis B. Ritchie. Coenzyme Q10 Benefits Symptoms in Gulf War Veterans: Results of a Randomized Double-Blind Study
2652 -- 2668Florian Raudies, Rick O. Gilmore. Visual Motion Priors Differ for Infants and Mothers

Volume 26, Issue 10

2103 -- 2134Deep Ganguli, Eero P. Simoncelli. Efficient Sensory Encoding and Bayesian Inference with Heterogeneous Neural Populations
2135 -- 2162Sidney R. Lehky, Roozbeh Kiani, Hossein Esteky, Keiji Tanaka. Dimensionality of Object Representations in Monkey Inferotemporal Cortex
2163 -- 2193Greg Wayne, L. F. Abbott. Hierarchical Control Using Networks Trained with Higher-Level Forward Models
2194 -- 2222Bruce P. Graham, Ausra Saudargiene, Stuart Cobb. Spine Head Calcium as a Measure of Summed Postsynaptic Activity for Driving Synaptic Plasticity
2223 -- 2246Isuru Dasanayake, Jr-Shin Li. Design of Charge-Balanced Time-Optimal Stimuli for Spiking Neuron Oscillators
2247 -- 2293Yimin Nie, Jean-Marc Fellous, Masami Tatsuno. Influence of External Inputs and Asymmetry of Connections on Information-Geometric Measures Involving Up to Ten Neuronal Interactions
2294 -- 2327Duluxan Sritharan, Sridevi V. Sarma. Fragility in Dynamic Networks: Application to Neural Networks in the Epileptic Cortex
2328 -- 2349Changjin Xu, Qiming Zhang. On Antiperiodic Solutions for Cohen-Grossberg Shunting Inhibitory Neural Networks with Time-Varying Delays and Impulses
2350 -- 2378Shaobo Lin, Jinshan Zeng, Jian Fang, ZongBen Xu. q Coefficient Regularization Learning with Gaussian Kernel

Volume 26, Issue 1

1 -- 39Zhe Chen, Stephen N. Gomperts, Jun Yamamoto, Matthew A. Wilson. Neural Representation of Spatial Topology in the Rodent Hippocampus
40 -- 56Sagi Perel, Andrew B. Schwartz, Valérie Ventura. Single-Snippet Analysis for Detection of Postspike Effects
57 -- 83Tatsuya Tashiro, Shohei Shimizu, Aapo Hyvärinen, Takashi Washio. ParceLiNGAM: A Causal Ordering Method Robust Against Latent Confounders
84 -- 131Masashi Sugiyama, Gang Niu, Makoto Yamada, Manabu Kimura, Hirotaka Hachiya. Information-Maximization Clustering Based on Squared-Loss Mutual Information
132 -- 157Sorinel Adrian Oprisan. Local Linear Approximation of the Jacobian Matrix Better Captures Phase Resetting of Neural Limit Cycle Oscillators
158 -- 184Hongzhi Tong, Di-Rong Chen, Fenghong Yang. Learning with Convex Loss and Indefinite Kernels
185 -- 207Makoto Yamada, Wittawat Jitkrittum, Leonid Sigal, Eric P. Xing, Masashi Sugiyama. High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso
208 -- 235Yu Wang, Ruibo Wang, Huichen Jia, Jihong Li. t-Test for Comparing Supervised Classification Learning Algorithms