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Neural Networks, Volume 54

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Volume 54, June 2014

Mathematical and Computational Analysis

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Sabri Arik:
An improved robust stability result for uncertain neural networks with multiple time delays. 1-10

Neural Networks Letters

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Tobias Brosch, Heiko Neumann:
Interaction of feedforward and feedback streams in visual cortex in a firing-rate model of columnar computations. 11-16

Mathematical and Computational Analysis

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Stavros P. Adam, Dimitrios A. Karras, George D. Magoulas, Michael N. Vrahatis:
Solving the linear interval tolerance problem for weight initialization of neural networks. 17-37
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Mauro Di Marco, Mauro Forti, Massimo Grazzini, Luca Pancioni:
Necessary and sufficient condition for multistability of neural networks evolving on a closed hypercube. 38-48
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Quanxue Gao, Jingjing Liu, Kai Cui, Hailin Zhang, Xiaogang Wang:
Stable locality sensitive discriminant analysis for image recognition. 49-56
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Xian-Ming Zhang, Qing-Long Han:
Global asymptotic stability analysis for delayed neural networks using a matrix-based quadratic convex approach. 57-69

Learning Systems

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Markus Lessmann, Rolf P. Würtz:
Learning invariant object recognition from temporal correlation in a hierarchical network. 70-84

Mathematical and Computational Analysis

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Chaojie Li, Wenwu Yu, Tingwen Huang:
Impulsive synchronization schemes of stochastic complex networks with switching topology: Average time approach. 85-94

Learning Systems

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  - journals/nn/Quintana-PachecoFM14
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Yuri Quintana-Pacheco, Daniel Ruiz Fernández, Agustín Magrans-Rico:
Growing Neural Gas approach for obtaining homogeneous maps by restricting the insertion of new nodes. 95-102

Mathematical and Computational Analysis

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Bo Liu, Wenlian Lu, Tianping Chen:
New criterion of asymptotic stability for delay systems with time-varying structures and delays. 103-111
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Zhenyuan Guo, Jun Wang, Zheng Yan:
A systematic method for analyzing robust stability of interval neural networks with time-delays based on stability criteria. 112-122

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