Journal: Neural Computation

Volume 25, Issue 9

2235 -- 2264Sidney R. Lehky, Margaret E. Sereno, Anne B. Sereno. Population Coding and the Labeling Problem: Extrinsic Versus Intrinsic Representations
2265 -- 2302Ioannis Smyrnakis, Stelios M. Smirnakis. Information Transfer Through Stochastic Transmission of a Linear Combination of Rates
2303 -- 2354Andreas Steimer, Rodney J. Douglas. Spike-Based Probabilistic Inference in Analog Graphical Models Using Interspike-Interval Coding
2355 -- 2372Marifi Güler. An Investigation of the Stochastic Hodgkin-Huxley Models Under Noisy Rate Functions
2373 -- 2420Kevin C. Kowalski, Bryan D. He, Lakshminarayan Srinivasan. Dynamic Analysis of Naive Adaptive Brain-Machine Interfaces
2421 -- 2449Florian Raudies, Stefan Ringbauer, Heiko Neumann. A Bio-Inspired, Computational Model Suggests Velocity Gradients of Optic Flow Locally Encode Ordinal Depth at Surface Borders and Globally They Encode Self-Motion
2450 -- 2485Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, Peter Tino, César Hervás-Martínez. Exploitation of Pairwise Class Distances for Ordinal Classification
2486 -- 2522S. Easter Selvan, Pierre B. Borckmans, A. Chattopadhyay, Pierre-Antoine Absil. Spherical Mesh Adaptive Direct Search for Separating Quasi-Uncorrelated Sources by Range-Based Independent Component Analysis

Volume 25, Issue 8

1953 -- 1993Robert Haslinger, Gordon Pipa, Laura D. Lewis, Danko Nikolic, Ziv Williams, Emery N. Brown. Encoding Through Patterns: Regression Tree-Based Neuronal Population Models
1994 -- 2037Yashar Ahmadian, Daniel B. Rubin, Kenneth D. Miller. Analysis of the Stabilized Supralinear Network
2038 -- 2078Stephen I. Gallant, T. Wendy Okaywe. Representing Objects, Relations, and Sequences
2079 -- 2107Lars Marstaller, Arend Hintze, Christoph Adami. The Evolution of Representation in Simple Cognitive Networks
2108 -- 2145Hongzhi You, Da-Hui Wang. Dynamics of Multiple-Choice Decision Making
2146 -- 2171Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek. EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface
2172 -- 2198Shiqian Ma, Lingzhou Xue, Hui Zou. Alternating Direction Methods for Latent Variable Gaussian Graphical Model Selection
2199 -- 2234Faming Liang, Ick-Hoon Jin. A Monte Carlo Metropolis-Hastings Algorithm for Sampling from Distributions with Intractable Normalizing Constants

Volume 25, Issue 7

1661 -- 1692Kanaka Rajan, Olivier Marre, Gasper Tkacik. Learning Quadratic Receptive Fields from Neural Responses to Natural Stimuli
1693 -- 1731Siddharth Dangi, Amy L. Orsborn, Helene G. Moorman, Jose M. Carmena. Design and Analysis of Closed-Loop Decoder Adaptation Algorithms for Brain-Machine Interfaces
1732 -- 1767Alberto Bernacchia, Xiao-Jing Wang. Decorrelation by Recurrent Inhibition in Heterogeneous Neural Circuits
1768 -- 1806N. Alex Cayco-Gajic, Eric Shea-Brown. Neutral Stability, Rate Propagation, and Critical Branching in Feedforward Networks
1807 -- 1852Kai Wang, Jorge J. Riera, Herve Enjieu-Kadji, Ryuta Kawashima. The Role of Extracellular Conductivity Profiles in Compartmental Models for Neurons: Particulars for Layer 5 Pyramidal Cells
1853 -- 1869Takumi Uramoto, Hiroyuki Torikai. A Calcium-Based Simple Model of Multiple Spike Interactions in Spike-Timing-Dependent Plasticity
1870 -- 1890Joel Kaardal, Jeffrey D. Fitzgerald, Michael J. Berry II, Tatyana O. Sharpee. Identifying Functional Bases for Multidimensional Neural Computations
1891 -- 1925Carina Curto, Vladimir Itskov, Katherine Morrison, Zachary Roth, Judy L. Walker. Combinatorial Neural Codes from a Mathematical Coding Theory Perspective
1926 -- 1951Nima Reyhani. Multiple Spectral Kernel Learning and a Gaussian Complexity Computation

Volume 25, Issue 6

1371 -- 1407Stefan Habenschuss, Helmut Puhr, Wolfgang Maass. Emergence of Optimal Decoding of Population Codes Through STDP
1408 -- 1439Edward Wallace, Hamid Reza Maei, Peter E. Latham. Randomly Connected Networks Have Short Temporal Memory
1440 -- 1471Masahiko Fujita. New Supervised Learning Theory Applied to Cerebellar Modeling for Suppression of Variability of Saccade End Points
1472 -- 1511Yan Xu, Xiaoqin Zeng, Shuiming Zhong. A New Supervised Learning Algorithm for Spiking Neurons
1512 -- 1547Tingting Zhao, Hirotaka Hachiya, Voot Tangkaratt, Jun Morimoto, Masashi Sugiyama. Efficient Sample Reuse in Policy Gradients with Parameter-Based Exploration
1548 -- 1584Sascha Klement, Silke Anders, Thomas Martinetz. The Support Feature Machine: Classification with the Least Number of Features and Application to Neuroimaging Data
1585 -- 1604Heeyoul Choi, Seungjin Choi, Yoonsuck Choe. Parameter Learning for Alpha Integration
1605 -- 1641Zhitang Chen, Laiwan Chan. Causality in Linear Nongaussian Acyclic Models in the Presence of Latent Gaussian Confounders
1642 -- 1659Lei Xu 0002, Peter G. Jeavons. Simple Neural-Like P Systems for Maximal Independent Set Selection

Volume 25, Issue 5

1123 -- 1163Gordon Pipa, Sonja Grün, Carl van Vreeswijk. Impact of Spike Train Autostructure on Probability Distribution of Joint Spike Events
1164 -- 1190Osamu Hoshino. Ambient GABA Responsible for Age-Related Changes in Multistable Perception
1191 -- 1212Luis A. Camuñas-Mesa, Rodrigo Quian Quiroga. A Detailed and Fast Model of Extracellular Recordings
1213 -- 1260Frederik Eaton, Zoubin Ghahramani. Model Reductions for Inference: Generality of Pairwise, Binary, and Planar Factor Graphs
1261 -- 1276Jasmin Léveillé, Thomas Hannagan. Learning Spatial Invariance with the Trace Rule in Nonuniform Distributions
1277 -- 1301Naimin Zhang. Semistability of Steepest Descent with Momentum for Quadratic Functions
1302 -- 1323Ching-Pei Lee, Chih-Jen Lin. A Study on L2-Loss (Squared Hinge-Loss) Multiclass SVM
1324 -- 1370Makoto Yamada, Taiji Suzuki, Takafumi Kanamori, Hirotaka Hachiya, Masashi Sugiyama. Relative Density-Ratio Estimation for Robust Distribution Comparison

Volume 25, Issue 4

833 -- 853Jiajia Yuan, Stanley Chan, Duncan Mortimer, Huyen Nguyen, Geoffrey J. Goodhill. Optimality and Saturation in Axonal Chemotaxis
854 -- 876Shinsuke Koyama, Takahiro Omi, Robert E. Kass, Shigeru Shinomoto. Information Transmission Using Non-Poisson Regular Firing
877 -- 900Jakub Nowacki, Hinke M. Osinga, Krasimira T. Tsaneva-Atanasova. Continuation-Based Numerical Detection of After-Depolarization and Spike-Adding Thresholds
901 -- 921Kyle Q. Lepage, Mark A. Kramer, Uri T. Eden. Some Sampling Properties of Common Phase Estimators
922 -- 939Saeed Saremi, Terrence J. Sejnowski, Tatyana O. Sharpee. Double-Gabor Filters Are Independent Components of Small Translation-Invariant Image Patches
940 -- 978Andrea Soltoggio, Jochen J. Steil. Solving the Distal Reward Problem with Rare Correlations
979 -- 1005Yusuke Fujiwara, Yoichi Miyawaki, Yukiyasu Kamitani. Modular Encoding and Decoding Models Derived from Bayesian Canonical Correlation Analysis
1006 -- 1028Guillermo A. Ludueña, Claudius Gros. A Self-Organized Neural Comparator
1029 -- 1106Giorgio Gnecco, Marco Gori, Marcello Sanguineti. Learning with Boundary Conditions
1107 -- 1121Hong Chen, Zhibin Pan, Luoqing Li, Yuan Yan Tang. Error Analysis of Coefficient-Based Regularized Algorithm for Density-Level Detection

Volume 25, Issue 3

567 -- 625Tom Diethe, Mark Girolami. Online Learning with (Multiple) Kernels: A Review
626 -- 649David Sussillo, Omri Barak. Opening the Black Box: Low-Dimensional Dynamics in High-Dimensional Recurrent Neural Networks
650 -- 670Tim Tambuyzer, Tariq Ahmed, C. James Taylor, Daniel Berckmans, Detlef Balschun, Jean-Marie Aerts. System Identification of mGluR-Dependent Long-Term Depression
671 -- 696G. Manjunath, H. Jaeger. Echo State Property Linked to an Input: Exploring a Fundamental Characteristic of Recurrent Neural Networks
697 -- 724Ning Qian, Yu Jiang, Zhong-Ping Jiang, Pietro Mazzoni. Movement Duration, Fitts's Law, and an Infinite-Horizon Optimal Feedback Control Model for Biological Motor Systems
725 -- 758Taiji Suzuki, Masashi Sugiyama. Sufficient Dimension Reduction via Squared-Loss Mutual Information Estimation
759 -- 804Akiko Takeda, Hiroyuki Mitsugi, Takafumi Kanamori. A Unified Classification Model Based on Robust Optimization
805 -- 831KyungHyun Cho, Tapani Raiko, Alexander Ilin. Enhanced Gradient for Training Restricted Boltzmann Machines

Volume 25, Issue 2

289 -- 327Nicholas Cain, Eric Shea-Brown. Impact of Correlated Neural Activity on Decision-Making Performance
328 -- 373Auke Jan Ijspeert, Jun Nakanishi, Heiko Hoffmann, Peter Pastor, Stefan Schaal. Dynamical Movement Primitives: Learning Attractor Models for Motor Behaviors
374 -- 417Manuel Lagang, Lakshminarayan Srinivasan. Stochastic Optimal Control as a Theory of Brain-Machine Interface Operation
418 -- 449Matthew T. Harrison. Accelerated Spike Resampling for Accurate Multiple Testing Controls
450 -- 472Jun Hu, Huajin Tang, Kay Chen Tan, Haizhou Li, Luping Shi. A Spike-Timing-Based Integrated Model for Pattern Recognition
473 -- 509Ioana Sporea, André Grüning. Supervised Learning in Multilayer Spiking Neural Networks
510 -- 531Klaus M. Stiefel, Jonathan Tapson, André van Schaik. Temporal Order Detection and Coding in Nervous Systems
532 -- 548Samuel Epstein, Margrit Betke. The Kernel Semi-Least Squares Method for Sparse Distance Approximation
549 -- 566Olivier Bichler, Weisheng Zhao, Fabien Alibart, Stéphane Pleutin, S. Lenfant, Dominique Vuillaume, Christian Gamrat. Pavlov's Dog Associative Learning Demonstrated on Synaptic-Like Organic Transistors

Volume 25, Issue 12

3093 -- 3112Kiyohito Iigaya, Stefano Fusi. Dynamical Regimes in Neural Network Models of Matching Behavior
3113 -- 3130Jan-Moritz P. Franosch, Sebastian Urban, J. Leo van Hemmen. Supervised Spike-Timing-Dependent Plasticity: A Spatiotemporal Neuronal Learning Rule for Function Approximation and Decisions
3131 -- 3182Timothee G. Leleu, Kazuyuki Aihara. Spontaneous Slow Oscillations and Sequential Patterns Due to Short-Term Plasticity in a Model of the Cortex
3183 -- 3206Gautam Kumar, Mayuresh V. Kothare. On the Continuous Differentiability of Inter-Spike Intervals of Synaptically Connected Cortical Spiking Neurons in a Neuronal Network
3207 -- 3234Tanushree B. Luke, Ernest Barreto, Paul So. Complete Classification of the Macroscopic Behavior of a Heterogeneous Network of Theta Neurons
3235 -- 3262Osamu Hoshino. Deficient GABAergic Gliotransmission May Cause Broader Sensory Tuning in Schizophrenia
3263 -- 3293Samuel A. Neymotin, George L. Chadderdon, Cliff C. Kerr, Joseph T. Francis, William W. Lytton. Reinforcement Learning of Two-Joint Virtual Arm Reaching in a Computer Model of Sensorimotor Cortex
3294 -- 3317Lijiang Chen, Xia Mao, Pengfei Wei, Angelo Compare. Speech Emotional Features Extraction Based on Electroglottograph
3318 -- 3339Diego Vidaurre, Marcel A. J. van Gerven, Concha Bielza, Pedro Larrañaga, Tom Heskes. Bayesian Sparse Partial Least Squares
3340 -- 3342Tianping Chen. Some Remarks on "Almost Periodic Dynamics of a Class of Delayed Neural Networks with Discontinuous Activations"

Volume 25, Issue 11

2809 -- 2814Fabian H. Sinz, Matthias Bethge. What Is the Limit of Redundancy Reduction with Divisive Normalization?
2815 -- 2832Mathieu Galtier, Gilles Wainrib. A Biological Gradient Descent for Prediction Through a Combination of STDP and Homeostatic Plasticity
2833 -- 2857John H. C. Palmer, Pulin Gong. Formation and Regulation of Dynamic Patterns in Two-Dimensional Spiking Neural Circuits with Spike-Timing-Dependent Plasticity
2858 -- 2903Carina Curto, Anda Degeratu, Vladimir Itskov. Encoding Binary Neural Codes in Networks of Threshold-Linear Neurons
2904 -- 2933Matthew Chalk, Iain Murray, Peggy Seriès. Attention as Reward-Driven Optimization of Sensory Processing
2934 -- 2975Renan C. Moioli, Phil Husbands. Neuronal Assembly Dynamics in Supervised and Unsupervised Learning Scenarios
2976 -- 3019Ryan Kirwan, Alice Miller, Bernd Porr, Paolo Di Prodi. Formal Modeling of Robot Behavior with Learning
3020 -- 3043Vassilis Vassiliades, Chris Christodoulou. Toward Nonlinear Local Reinforcement Learning Rules Through Neuroevolution
3044 -- 3091Bruno D. Damas, José Santos-Victor. Online Learning of Single- and Multivalued Functions with an Infinite Mixture of Linear Experts

Volume 25, Issue 10

2523 -- 2544Sandro Romani, Itai Pinkoviezky, Alon Rubin, Misha Tsodyks. Scaling Laws of Associative Memory Retrieval
2545 -- 2610Ramana Dodla, Charles J. Wilson. Effect of Phase Response Curve Skewness on Synchronization of Electrically Coupled Neuronal Oscillators
2611 -- 2645Toby Lightheart, Steven Grainger, Tien-Fu Lu. Spike-Timing-Dependent Construction
2646 -- 2681Vladislav Volman, Laurel J. Ng. Computer Modeling of Mild Axonal Injury: Implications for Axonal Signal Transmission
2682 -- 2708Cheng Ly. A Principled Dimension-Reduction Method for the Population Density Approach to Modeling Networks of Neurons with Synaptic Dynamics
2709 -- 2733Xinyang Li, Haihong Zhang, Cuntai Guan, Sim Heng Ong, Kai Keng Ang, Yaozhang Pan. Discriminative Learning of Propagation and Spatial Pattern for Motor Imagery EEG Analysis
2734 -- 2775Masashi Sugiyama, Takafumi Kanamori, Taiji Suzuki, Marthinus Christoffel du Plessis, Song Liu, Ichiro Takeuchi. Density-Difference Estimation
2776 -- 2807Le Hoai Minh, Le Thi Hoai An, Tao Pham Dinh, Ngai Van Huynh. Block Clustering Based on Difference of Convex Functions (DC) Programming and DC Algorithms

Volume 25, Issue 1

1 -- 45Daniel Martí, John Rinzel. Dynamics of Feature Categorization
46 -- 74Marifi Güler. Stochastic Hodgkin-Huxley Equations with Colored Noise Terms in the Conductances
75 -- 100Gideon Gradwohl, Yoram Grossman. Statistical Computer Model Analysis of the Reciprocal and Recurrent Inhibitions of the Ia-EPSP in α-Motoneurons
101 -- 122Victor Solo, Syed Ahmed Pasha. Point-Process Principal Components Analysis via Geometric Optimization
123 -- 156Michael J. O'Brien, Narayan Srinivasa. A Spiking Neural Model for Stable Reinforcement of Synapses Based on Multiple Distal Rewards
157 -- 185Jung Hoon Lee, Joji Tsunada, Yale E. Cohen. A Model of the Differential Representation of Signal Novelty in the Local Field Potentials and Spiking Activity of the Ventrolateral Prefrontal Cortex
186 -- 220Cesar F. Caiafa, Andrzej Cichocki. Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases
221 -- 258Benjamin J. H. Smith, Chakravathini M. Saaj, Elie Allouis. ANUBIS: Artificial Neuromodulation Using a Bayesian Inference System
259 -- 287Luqman R. Bachtiar, Charles P. Unsworth, Richard D. Newcomb, Edmund J. Crampin. Multilayer Perceptron Classification of Unknown Volatile Chemicals from the Firing Rates of Insect Olfactory Sensory Neurons and Its Application to Biosensor Design