Journal: Neural Computation

Volume 24, Issue 9

2251 -- 2279Matthieu Gilson, Moritz Bürck, Anthony N. Burkitt, J. Leo van Hemmen. Frequency Selectivity Emerging from Spike-Timing-Dependent Plasticity
2280 -- 2317Alexander Mathis, Andreas V. M. Herz, Martin Stemmler. Optimal Population Codes for Space: Grid Cells Outperform Place Cells
2318 -- 2345Achilleas Koutsou, Chris Christodoulou, Guido Bugmann, Jacob Kanev. Distinguishing the Causes of Firing with the Membrane Potential Slope
2346 -- 2383Mathieu Galtier, Olivier D. Faugeras, Paul C. Bressloff. Hebbian Learning of Recurrent Connections: A Geometrical Perspective
2384 -- 2421Michael Eickenberg, Ryan J. Rowekamp, Minjoon Kouh, Tatyana O. Sharpee. Characterizing Responses of Translation-Invariant Neurons to Natural Stimuli: Maximally Informative Invariant Dimensions
2422 -- 2433Jonathan J. Hunt, Michael R. Ibbotson, Geoffrey J. Goodhill. Sparse Coding on the Spot: Spontaneous Retinal Waves Suffice for Orientation Selectivity
2434 -- 2456Morten Mørup, Mikkel N. Schmidt. Bayesian Community Detection
2457 -- 2472Jong-Hoon Ahn, In-Young Kim. Learning the Dynamics of Objects by Optimal Functional Interpolation
2473 -- 2507Ramón Huerta, Shankar Vembu, José M. Amigó, Thomas Nowotny, Charles Elkan. Inhibition in Multiclass Classification
2508 -- 2542Farbound Tai, Hsuan-Tien Lin. Multilabel Classification with Principal Label Space Transformation

Volume 24, Issue 8

1967 -- 2006Ruslan Salakhutdinov, Geoffrey E. Hinton. An Efficient Learning Procedure for Deep Boltzmann Machines
2007 -- 2032Ryan C. Kelly, Robert E. Kass. A Framework for Evaluating Pairwise and Multiway Synchrony Among Stimulus-Driven Neurons
2033 -- 2052Ueli Rutishauser, Jean-Jacques E. Slotine, Rodney J. Douglas. Competition Through Selective Inhibitory Synchrony
2053 -- 2077Philip Sterne. Information Recall Using Relative Spike Timing in a Spiking Neural Network
2078 -- 2118Eli Shlizerman, Philip Holmes. Neural Dynamics, Bifurcations, and Firing Rates in a Quadratic Integrate-and-Fire Model with a Recovery Variable. I: Deterministic Behavior
2119 -- 2150Haruo Hosoya. Multinomial Bayesian Learning for Modeling Classical and Nonclassical Receptive Field Properties
2151 -- 2184Misha Denil, Loris Bazzani, Hugo Larochelle, Nando de Freitas. Learning Where to Attend with Deep Architectures for Image Tracking
2185 -- 2222YoonSik Shim, Phil Husbands. Chaotic Exploration and Learning of Locomotion Behaviors
2223 -- 2250Il Memming Park, Sohan Seth, Murali Rao, José C. Príncipe. Strictly Positive-Definite Spike Train Kernels for Point-Process Divergences

Volume 24, Issue 7

1611 -- 1668Karim Chalak, Halbert White. Causality, Conditional Independence, and Graphical Separation in Settable Systems
1669 -- 1694Emre Ozgur Neftci, Bryan A. Toth, Giacomo Indiveri, Henry D. I. Abarbanel. Dynamic State and Parameter Estimation Applied to Neuromorphic Systems
1695 -- 1721Wenhao Zhang, Si Wu. Neural Information Processing with Feedback Modulations
1722 -- 1739Abd-Krim Seghouane, Shun-ichi Amari. Identification of Directed Influence: Granger Causality, Kullback-Leibler Divergence, and Complexity
1740 -- 1780Stuart Yarrow, Edward Challis, Peggy Seriès. Fisher and Shannon Information in Finite Neural Populations
1781 -- 1805Szonya Durant, Johannes M. Zanker. Variation in the Local Motion Statistics of Real-Life Optic Flow Scenes
1806 -- 1821Bernard M. C. Stienen, Konrad Schindler, Béatrice de Gelder. A Computational Feedforward Model Predicts Categorization of Masked Emotional Body Language for Longer, but Not for Shorter, Latencies
1822 -- 1852Ali Rodan, Peter Tino. Simple Deterministically Constructed Cycle Reservoirs with Regular Jumps
1853 -- 1881Hideitsu Hino, Nima Reyhani, Noboru Murata. Multiple Kernel Learning with Gaussianity Measures
1882 -- 1905Sohan Seth, José C. Príncipe. Conditional Association
1906 -- 1925Kailash Nadh, Christian R. Huyck. A Neurocomputational Approach to Prepositional Phrase Attachment Ambiguity Resolution
1926 -- 1966David J. Miller 0001, Jayaram Raghuram, George Kesidis, Christopher M. Collins. Improved Generative Semisupervised Learning Based on Finely Grained Component-Conditional Class Labeling

Volume 24, Issue 6

1391 -- 1407Bharath K. Sriperumbudur, Gert R. G. Lanckriet. A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory
1408 -- 1425Shinsuke Koyama. On the Relation Between Encoding and Decoding of Neuronal Spikes
1426 -- 1461Michelle Rudolph-Lilith, Mathieu Dubois, Alain Destexhe. Analytical Integrate-and-Fire Neuron Models with Conductance-Based Dynamics and Realistic Postsynaptic Potential Time Course for Event-Driven Simulation Strategies
1462 -- 1486Ke Yuan, Mark Girolami, Mahesan Niranjan. Markov Chain Monte Carlo Methods for State-Space Models with Point Process Observations
1487 -- 1518Lakshminarayan V. Chinta, Douglas B. Tweed. Adaptive Optimal Control Without Weight Transport
1519 -- 1552Joachim Hass, J. Michael Herrmann. The Neural Representation of Time: An Information-Theoretic Perspective
1553 -- 1568Samuel Gershman, Christopher D. Moore, Michael T. Todd, Kenneth A. Norman, Per B. Sederberg. The Successor Representation and Temporal Context
1569 -- 1610Miki Aoyagi, Kenji Nagata. Learning Coefficient of Generalization Error in Bayesian Estimation and Vandermonde Matrix-Type Singularity

Volume 24, Issue 5

1109 -- 1146Todd K. Leen, Robert Friel. Stochastic Perturbation Methods for Spike-Timing-Dependent Plasticity
1147 -- 1185C. C. Alan Fung, K. Y. Michael Wong, He Wang, Si Wu. Dynamical Synapses Enhance Neural Information Processing: Gracefulness, Accuracy, and Mobility
1186 -- 1229Roger Ratcliff, Michael J. Frank. Reinforcement-Based Decision Making in Corticostriatal Circuits: Mutual Constraints by Neurocomputational and Diffusion Models
1230 -- 1270Kentaro Katahira, Kazuo Okanoya, Masato Okada. Statistical Mechanics of Reward-Modulated Learning in Decision-Making Networks
1271 -- 1296Michael Teichmann, Jan Wiltschut, Fred Henrik Hamker. Learning Invariance from Natural Images Inspired by Observations in the Primary Visual Cortex
1297 -- 1328Ramaswamy Savitha, Sundaram Suresh, N. Sundararajan. Metacognitive Learning in a Fully Complex-Valued Radial Basis Function Neural Network
1329 -- 1367Hsuan-Tien Lin, Ling Li. Reduction from Cost-Sensitive Ordinal Ranking to Weighted Binary Classification
1368 -- 1389Zhiyi Zhang. Entropy Estimation in Turing's Perspective

Volume 24, Issue 4

827 -- 866Charles F. Cadieu, Bruno A. Olshausen. Learning Intermediate-Level Representations of Form and Motion from Natural Movies
867 -- 894Bryan P. Tripp. Decorrelation of Spiking Variability and Improved Information Transfer Through Feedforward Divisive Normalization
895 -- 938Nir Nossenson, Hagit Messer. Optimal Sequential Detection of Stimuli from Multiunit Recordings Taken in Densely Populated Brain Regions
939 -- 966Hirokazu Tanaka, John W. Krakauer, Terrence J. Sejnowski. Generalization and Multirate Models of Motor Adaptation
967 -- 995Dmitriy Shutin, Christoph Zechner, Sanjeev R. Kulkarni, H. Vincent Poor. Regularized Variational Bayesian Learning of Echo State Networks with Delay&Sum Readout
996 -- 1019Jérémie Cabessa, Hava T. Siegelmann. The Computational Power of Interactive Recurrent Neural Networks
1020 -- 1046Takashi Kanamaru, Kazuyuki Aihara. Rewiring-Induced Chaos in Pulse-Coupled Neural Networks
1047 -- 1084Xiao-Tong Yuan, Shuicheng Yan. Nondegenerate Piecewise Linear Systems: A Finite Newton Algorithm and Applications in Machine Learning
1085 -- 1105Nicolas Gillis, François Glineur. Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization
1106 -- 1107Iahn Cajigas, Lakshminarayan Srinivasan. Erratum ("A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals" Neural Computation, Volume 18, Number 10, pp. 2465-2494)

Volume 24, Issue 3

577 -- 606Norikazu Sugimoto, Masahiko Haruno, Kenji Doya, Mitsuo Kawato. MOSAIC for Multiple-Reward Environments
607 -- 610Michael Fairbank, Eduardo Alonso. Efficient Calculation of the Gauss-Newton Approximation of the Hessian Matrix in Neural Networks
611 -- 634Kristen Fortney, Douglas B. Tweed. Computational Advantages of Reverberating Loops for Sensorimotor Learning
635 -- 675Yuya Hattori, Michiyo Suzuki, Zu Soh, Yasuhiko Kobayashi, Toshio Tsuji. Theoretical and Evolutionary Parameter Tuning of Neural Oscillators with a Double-Chain Structure for Generating Rhythmic Signals
676 -- 699Yoram Baram. Noninvertibility, Chaotic Coding, and Chaotic Multiplexity of Synaptically Modulated Neural Firing
700 -- 723Aykut Erdem, Marcello Pelillo. Graph Transduction as a Noncooperative Game
724 -- 743Vladimir Aparin. 1-Norm of Weight Vector and Leads to Sparse Connectivity
744 -- 770Ai Miyamoto, Jun Hasegawa, Mei Hong Zheng, Osamu Hoshino. Diffusive Feedback Influences on Hierarchical Information Processing
771 -- 804Kerstin Bunte, Michael Biehl, Barbara Hammer. A General Framework for Dimensionality-Reducing Data Visualization Mapping
805 -- 825Linqiang Pan, Jun Wang 0014, Hendrik Jan Hoogeboom. Spiking Neural P Systems with Astrocytes

Volume 24, Issue 2

289 -- 331Uri Rokni, Haim Sompolinsky. How the Brain Generates Movement
332 -- 390Sukbin Lim, Mark S. Goldman. Noise Tolerance of Attractor and Feedforward Memory Models
391 -- 407Alfonso Renart, Mark C. W. van Rossum. Transmission of Population-Coded Information
408 -- 454Justin Dauwels, Theophane Weber, François B. Vialatte, Toshimitsu Musha, Andrzej Cichocki. N > 2 Point Processes
455 -- 522Terry Elliott. Cross-Talk Induces Bifurcations in Nonlinear Models of Synaptic Plasticity
523 -- 540Dimitrije Markovic, Claudius Gros. Intrinsic Adaptation in Autonomous Recurrent Neural Networks
541 -- 575Jan Potworowski, Wit Jakuczun, Szymon Leski, Daniel K. Wójcik. Kernel Current Source Density Method

Volume 24, Issue 12

3111 -- 3125G. Bard Ermentrout, Leon Glass, Bart E. Oldeman. The Shape of Phase-Resetting Curves in Oscillators with a Saddle Node on an Invariant Circle Bifurcation
3126 -- 3144Alan Schoen, Ali Salehiomran, Matthew E. Larkum, Erik P. Cook. A Compartmental Model of Linear Resonance and Signal Transfer in Dendrites
3145 -- 3180Thibaud Taillefumier, Jonathan Touboul, Marcelo Magnasco. Exact Event-Driven Implementation for Recurrent Networks of Stochastic Perfect Integrate-and-Fire Neurons
3181 -- 3190Ameera X. Patel, Naomi Murphy, Denis Burdakov. Tuning Low-Voltage-Activated A-Current for Silent Gain Modulation
3191 -- 3212Kukjin Kang, Shun-ichi Amari. Self-Consistent Learning of the Environment
3213 -- 3245Yimin Nie, Masami Tatsuno. Information-Geometric Measures for Estimation of Connection Weight Under Correlated Inputs
3246 -- 3276Tobias Strauss, Welf Wustlich, Roger Labahn. Design Strategies for Weight Matrices of Echo State Networks
3277 -- 3316Guy Ben-Yosef, Ohad Ben-Shahar. Tangent Bundle Curve Completion with Locally Connected Parallel Networks
3317 -- 3339Adam S. Charles, Pierre Garrigues, Christopher J. Rozell. A Common Network Architecture Efficiently Implements a Variety of Sparsity-Based Inference Problems
3340 -- 3370Guoqiang Zhang, Richard Heusdens. Linear Coordinate-Descent Message Passing for Quadratic Optimization
3371 -- 3394Guangcan Liu, Shuicheng Yan. Active Subspace: Toward Scalable Low-Rank Learning

Volume 24, Issue 11

2825 -- 2851Shereen Fouad, Peter Tino. Adaptive Metric Learning Vector Quantization for Ordinal Classification
2852 -- 2872Tao Hu, Alexander Genkin, Dmitri B. Chklovskii. A Network of Spiking Neurons for Computing Sparse Representations in an Energy-Efficient Way
2873 -- 2899Leslie G. Valiant. The Hippocampus as a Stable Memory Allocator for Cortex
2900 -- 2923A. Llera, Vicenç Gómez, Hilbert J. Kappen. Adaptive Classification on Brain-Computer Interfaces Using Reinforcement Signals
2924 -- 2945Nathan F. Lepora, Kevin N. Gurney. The Basal Ganglia Optimize Decision Making over General Perceptual Hypotheses
2946 -- 2963N. Andrew Browning. A Neural Circuit for Robust Time-to-Contact Estimation Based on Primate MST
2964 -- 2993Osamu Hoshino. Regulation of Ambient GABA Levels by Neuron-Glia Signaling for Reliable Perception of Multisensory Events
2994 -- 3024Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber. Incremental Slow Feature Analysis: Adaptive Low-Complexity Slow Feature Updating from High-Dimensional Input Streams
3025 -- 3051Eduardo F. Mendes, Wenxin Jiang. On Convergence Rates of Mixtures of Polynomial Experts
3052 -- 3090Shahabeddin Vahdat, Mona Maneshi, Christophe Grova, Jean Gotman, Theodore E. Milner. Shared and Specific Independent Components Analysis for Between-Group Comparison
3091 -- 3110Elisa Benedetti, Marco Budinich. Neural Relax

Volume 24, Issue 10

2543 -- 2578Gordon Pipa, Zhe Chen, Sergio Neuenschwander, Bruss Lima, Emery N. Brown. Mapping of Visual Receptive Fields by Tomographic Reconstruction
2579 -- 2603Tyler P. Lee, Dean V. Buonomano. Unsupervised Formation of Vocalization-Sensitive Neurons: A Cortical Model Based on Short-Term and Homeostatic Plasticity
2604 -- 2654Terry Elliott, Konstantinos Lagogiannis. The Rise and Fall of Memory in a Model of Synaptic Integration
2655 -- 2677Feraz Azhar, William S. Anderson. Predicting Single-Neuron Activity in Locally Connected Networks
2678 -- 2699Taro Toyoizumi. Nearly Extensive Sequential Memory Lifetime Achieved by Coupled Nonlinear Neurons
2700 -- 2725Takuma Tanaka, Toshio Aoyagi, Takeshi Kaneko. Replicating Receptive Fields of Simple and Complex Cells in Primary Visual Cortex in a Neuronal Network Model with Temporal and Population Sparseness and Reliability
2726 -- 2750Laurent U. Perrinet, Guillaume S. Masson. Motion-Based Prediction Is Sufficient to Solve the Aperture Problem
2751 -- 2788Valero Laparra, Sandra Jiménez, Gustavo Camps-Valls, Jesús Malo. Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis
2789 -- 2824Takashi Takenouchi, Osamu Komori, Shinto Eguchi. An Extension of the Receiver Operating Characteristic Curve and AUC-Optimal Classification

Volume 24, Issue 1

1 -- 24Samuel Gershman, Edward Vul, Joshua B. Tenenbaum. Multistability and Perceptual Inference
25 -- 31Kenneth D. Miller, Francesco Fumarola. Mathematical Equivalence of Two Common Forms of Firing Rate Models of Neural Networks
32 -- 59Jane X. Wang, Michal Zochowski. Interactions of Excitatory and Inhibitory Feedback Topologies in Facilitating Pattern Separation and Retrieval
60 -- 103Michael W. Spratling. Unsupervised Learning of Generative and Discriminative Weights Encoding Elementary Image Components in a Predictive Coding Model of Cortical Function
104 -- 133Michiel Hermans, Benjamin Schrauwen. Recurrent Kernel Machines: Computing with Infinite Echo State Networks
134 -- 193Karthik H. Shankar, Marc W. Howard. A Scale-Invariant Internal Representation of Time
194 -- 216Xiaojun Li, Yide Ma, Zhaobin Wang, Wenrui Yu. Geometry-Invariant Texture Retrieval Using a Dual-Output Pulse-Coupled Neural Network
217 -- 233Jianjun Tu, Hanlin He. Guaranteed Cost Synchronization of Chaotic Cellular Neural Networks with Time-Varying Delay
234 -- 272Ryu Takeda, Kazuhiro Nakadai, Toru Takahashi, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno. Efficient Blind Dereverberation and Echo Cancellation Based on Independent Component Analysis for Actual Acoustic Signals
273 -- 287Halbert White, Jin Seo Cho. Higher-Order Approximations for Testing Neglected Nonlinearity