Complete stability in multistable delayed neural networks

Chang Yuan Cheng*, Chih-Wen Shih

*Corresponding author for this work

研究成果: Letter同行評審

30 引文 斯高帕斯(Scopus)

摘要

We investigate the complete stability for multistable delayed neural networks. A new formulation modified from the previous studies on multistable networks is developed to derive componentwise dynamical property. An iteration argument is then constructed to conclude that every solution of the network converges to a single equilibrium as time tends to infinity. The existence of 3n equilibria and 2n positively invariant sets for the n-neuron system remains valid under the new formulation. The theory is demonstrated by a numerical illustration.

原文English
頁(從 - 到)719-740
頁數22
期刊Neural Computation
21
發行號3
DOIs
出版狀態Published - 1 三月 2009

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