Neural Networks, Volume 46

Volume 46, October 2013

Mathematical and Computational Analysis

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  Guodong Zhang, Yi Shen, Leimin Wang:
  Global anti-synchronization of a class of chaotic memristive neural networks with time-varying delays. 1-8

Engineering and Applications

• 
  Bumhwi Kim, Sang-Woo Ban, Minho Lee:
  Top-down attention based on object representation and incremental memory for knowledge building and inference. 9-22

Learning Systems

• 
  Lucian Mircea Sasu, Razvan Andonie:
  Bayesian ARTMAP for regression. 23-31

Neural Networks Letters

• 
  Babette Dellen, Carme Torras:
  Local stimulus disambiguation with global motion filters predicts adaptive surround modulation. 32-39

Cognitive Science

• 
  Jérémy Fix:
  Template based black-box optimization of dynamic neural fields. 40-49

Mathematical and Computational Analysis

• 
  He Huang, Tingwen Huang, Xiaoping Chen:
  A mode-dependent approach to state estimation of recurrent neural networks with Markovian jumping parameters and mixed delays. 50-61

Neuroscience

• 
  Marat M. Rvachev:
  Neuron as a reward-modulated combinatorial switch and a model of learning behavior. 62-74

Mathematical and Computational Analysis

• 
  M. Yousaf, Birgit Kriener, John Wyller, Gaute T. Einevoll:
  Generation and annihilation of localized persistent-activity states in a two-population neural-field model. 75-90

Neuroscience

• 
  Takashi Shinozaki, Yasushi Naruse, Hideyuki Câteau:
  Gap junctions facilitate propagation of synchronous firing in the cortical neural population: A numerical simulation study. 91-98

Engineering and Applications

• 
  Tae H. Lee, Ju H. Park, O. M. Kwon, Sang-Moon Lee:
  Stochastic sampled-data control for state estimation of time-varying delayed neural networks. 99-108

Neuroscience

• 
  Sinisa Colic, Robert G. Wither, Liang Zhang, James H. Eubanks, Berj L. Bardakjian:
  Characterization of seizure-like events recorded in vivo in a mouse model of Rett syndrome. 109-115

Mathematical and Computational Analysis

• 
  Jung-Chao Ban, Chih-Hung Chang:
  The learning problem of multi-layer neural networks. 116-123

Learning Systems

• 
  Chantal Hajjar, Hani Hamdan:
  Interval data clustering using self-organizing maps based on adaptive Mahalanobis distances. 124-132
• 
  Yasuhiro Sogawa, Tsuyoshi Ueno, Yoshinobu Kawahara, Takashi Washio:
  Active learning for noisy oracle via density power divergence. 133-143
• 
  Javier Snaider, Stan Franklin, Steve Strain, E. Olusegun George:
  Integer sparse distributed memory: Analysis and results. 144-153

Mathematical and Computational Analysis

• 
  Arlex Oscar Marín García, Markus Franziskus Müller, Kaspar Schindler, Christian Rummel:
  Genuine cross-correlations: Which surrogate based measure reproduces analytical results best? 154-164

Learning Systems

• 
  Gui-Fu Lu, Wenming Zheng:
  Complexity-reduced implementations of complete and null-space-based linear discriminant analysis. 165-171
• 
  Zhizheng Liang, Shixiong Xia, Yong Zhou, Lei Zhang:
  Training Lp norm multiple kernel learning in the primal. 172-182

Neural Networks Letters

• 
  Haitao Li, Yuzhen Wang:
  Consistent stabilizability of switched Boolean networks. 183-189

Learning Systems

• 
  Haixian Wang, Jing Wang:
  2DPCA with L1-norm for simultaneously robust and sparse modelling. 190-198

Neuroscience

• 
  Massimo Silvetti, Jan R. Wiersema, Edmund Sonuga-Barke, Tom Verguts:
  Deficient reinforcement learning in medial frontal cortex as a model of dopamine-related motivational deficits in ADHD. 199-209

Engineering and Applications

• 
  Najdan Vukovic, Zoran Miljkovic:
  A growing and pruning sequential learning algorithm of hyper basis function neural network for function approximation. 210-226

Learning Systems

• 
  Andrey V. Savchenko:
  Probabilistic neural network with homogeneity testing in recognition of discrete patterns set. 227-241

Neural Networks Letters

• 
  Bo Liu, Wenlian Lu, Tianping Chen:
  A new approach to the stability analysis of continuous-time distributed consensus algorithms. 242-248

Mathematical and Computational Analysis

• 
  Pei-Chiang Shao, Wan-Ting Tseng, Chung-Chih Kuo, Wei-Chang Shann, Meng-Li Tsai, Chien-Chang Yen:
  Effects of spike sorting error on the Granger causality index. 249-259
• 
  Hideitsu Hino, Noboru Murata:
  Information estimators for weighted observations. 260-275

Neural Networks Letters

• 
  Yu Zhang:
  Stochastic stability of discrete-time Markovian jump delay neural networks with impulses and incomplete information on transition probability. 276-282

Mathematical and Computational Analysis

• 
  Chuan Zhang, Gerhard Dangelmayr, Iuliana Oprea:
  Storing cycles in Hopfield-type networks with pseudoinverse learning rule: Admissibility and network topology. 283-298

Learning Systems

• 
  Cristian Arteaga, Isabel Marrero:
  Universal approximation by radial basis function networks of Delsarte translates. 299-305