Advances in Neural Networks – ISNN 2004

International Symposium on Neural Networks, Dalian, China, August 2004, Proceedings, Part I

Editors:

ISBN: 978-3-540-22841-7 (Print) 978-3-540-28647-9 (Online)

Table of contents (169 chapters)

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  1. Front Matter

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  2. Theoretical Analysis

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      Pages 1-6

      Approximation Bounds by Neural Networks in L ω p [-4pt]

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      Pages 7-13

      Geometric Interpretation of Nonlinear Approximation Capability for Feedforward Neural Networks

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      Pages 14-19

      Mutual Information and Topology 1: Asymmetric Neural Network

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      Pages 20-25

      Mutual Information and Topology 2: Symmetric Network

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      Pages 26-31

      Simplified PCNN and Its Periodic Solutions

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      Pages 32-37

      On Robust Periodicity of Delayed Dynamical Systems with Time-Varying Parameters

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      Pages 38-43

      Delay-Dependent Criteria for Global Stability of Delayed Neural Network System

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      Pages 44-48

      Stability Analysis of Uncertain Neural Networks with Delay

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      Pages 49-54

      A New Method for Robust Stability Analysis of a Class of Recurrent Neural Networks with Time Delays

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      Pages 55-60

      Criteria for Stability in Neural Network Models with Iterative Maps

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      Pages 61-66

      Exponential Stability Analysis for Neural Network with Parameter Fluctuations

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      Pages 67-71

      Local Stability and Bifurcation in a Model of Delayed Neural Network

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      Pages 72-77

      On the Asymptotic Stability of Non-autonomous Delayed Neural Networks

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      Pages 78-83

      Global Exponential Stability of Cohen-Grossberg Neural Networks with Multiple Time-Varying Delays

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      Pages 84-89

      Stability of Stochastic Cohen-Grossberg Neural Networks

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      Pages 90-95

      A Novel Approach to Exponential Stability Analysis of Cohen-Grossberg Neural Networks

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      Pages 96-101

      Analysis for Global Robust Stability of Cohen-Grossberg Neural Networks with Multiple Delays

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      Pages 102-107

      On Robust Stability of BAM Neural Networks with Constant Delays

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      Pages 108-113

      Absolutely Exponential Stability of BAM Neural Networks with Distributed Delays

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      Pages 114-119

      Stability Analysis of Discrete-Time Cellular Neural Networks

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