New Conditions on Global Stability of Cohen-Grossberg Neural Networks-Reference-Cited by-同舟云学术

New Conditions on Global Stability of Cohen-Grossberg Neural Networks

Published:2003-05-01 Issue:5 Volume:15 Page:1173-1189
ISSN:0899-7667
Container-title:Neural Computation
language:en
Short-container-title:Neural Computation

Author:

Lu Wenlian¹,Chen Tianping¹

Affiliation:

1. Laboratory of Nonlinear Science, Institute of Mathematics, Fudan University, Shanghai 200433, P.R. China,

Abstract

In this letter, we discuss the dynamics of the Cohen-Grossberg neural networks. We provide a new and relaxed set of sufficient conditions for the Cohen-Grossberg networks to be absolutely stable and exponentially stable globally. We also provide an estimate of the rate of convergence.

Publisher

MIT Press - Journals

Subject

Cognitive Neuroscience,Arts and Humanities (miscellaneous)

Link

https://www.mitpressjournals.org/doi/pdf/10.1162/089976603765202703

Reference26 articles.

1. Characteristics of randomly connected threshold-element networks and network systems

2. Characteristics of Random Nets of Analog Neuron-Like Elements

3. Stability of asymmetric Hopfield networks

4. New theorems on global convergence of some dynamical systems

5. Global Convergence Rate of Recurrently Connected Neural Networks

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