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Volume 26, Issue 6

June 2014

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ISSN 0899-7667

EISSN 1530-888X

In this Issue

Article
Letters
Errata

Article

A Causal Perspective on the Analysis of Signal and Noise Correlations and Their Role in Population Coding

Daniel Chicharro

Neural Computation (2014) 26 (6): 999–1054.

Abstract

View articletitled, A Causal Perspective on the Analysis of Signal and Noise Correlations and Their Role in Population Coding

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Letters

Toward Unified Hybrid Simulation Techniques for Spiking Neural Networks

Michiel D'Haene, Michiel Hermans, Benjamin Schrauwen

Neural Computation (2014) 26 (6): 1055–1079.

Abstract

View articletitled, Toward Unified Hybrid Simulation Techniques for Spiking Neural Networks

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Neural Decoding with Kernel-Based Metric Learning

Austin J. Brockmeier, John S. Choi, Evan G. Kriminger, Joseph T. Francis, Jose C. Principe

Neural Computation (2014) 26 (6): 1080–1107.

Abstract

View articletitled, Neural Decoding with Kernel-Based Metric Learning

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Adaptive Multiclass Classification for Brain Computer Interfaces

A. Llera, V. Gómez, H. J. Kappen

Neural Computation (2014) 26 (6): 1108–1127.

Abstract

View articletitled, Adaptive Multiclass Classification for Brain Computer Interfaces

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On Nonnegative Matrix Factorization Algorithms for Signal-Dependent Noise with Application to Electromyography Data

Karthik Devarajan, Vincent C. K. Cheung

Neural Computation (2014) 26 (6): 1128–1168.

Abstract

View articletitled, On Nonnegative Matrix Factorization Algorithms for Signal-Dependent Noise with Application to Electromyography Data

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Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation

Song Liu, John A. Quinn, Michael U. Gutmann, Taiji Suzuki, Masashi Sugiyama

Neural Computation (2014) 26 (6): 1169–1197.

Abstract

View articletitled, Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation

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Short-Term Memory Capacity in Networks via the Restricted Isometry Property

Adam S. Charles, Han Lun Yap, Christopher J. Rozell

Neural Computation (2014) 26 (6): 1198–1235.

Abstract

View articletitled, Short-Term Memory Capacity in Networks via the Restricted Isometry Property

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Errata

Errata to “Bayesian Community Detection” (Neural Computation, Sept. 2012, Vol. 24, No. 9:2434–2456)

Morten Mørup, Mikkel N. Schmidt

Neural Computation (2014) 26 (6): 1236–1237.

Extract

View articletitled, Errata to “Bayesian Community Detection” (<em>Neural Computation</em>, Sept. 2012, Vol. 24, No. 9:2434–2456)

Article

A Causal Perspective on the Analysis of Signal and Noise Correlations and Their Role in Population Coding

Letters

Toward Unified Hybrid Simulation Techniques for Spiking Neural Networks

Neural Decoding with Kernel-Based Metric Learning

Adaptive Multiclass Classification for Brain Computer Interfaces

On Nonnegative Matrix Factorization Algorithms for Signal-Dependent Noise with Application to Electromyography Data

Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation

Short-Term Memory Capacity in Networks via the Restricted Isometry Property

Errata

Errata to “Bayesian Community Detection” (Neural Computation, Sept. 2012, Vol. 24, No. 9:2434–2456)

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