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(Neural Computation. 2003;15:1173-1189.)
© 2003 The MIT Press

Letter

New Conditions on Global Stability of Cohen-Grossberg Neural Networks

Wenlian Lu

chiquitita{at}21cn.com, Laboratory of Nonlinear Science, Institute of Mathematics, Fudan University, Shanghai 200433, P.R. China

Tianping Chen

tchen{at}fudan.edu.cn, Laboratory of Nonlinear Science, Institute of Mathematics, Fudan University, Shanghai 200433, P.R. China

Correspondence: Correspondence Author.

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.




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