Almost periodic solutions of impulsive neural networks at non-prescribed moments of time

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• 作者：Enes Y谋lmaz^a ; ^b ; ^{enesyilmaztr@gmail.com" class="auth_mail}Author Vitae
• 关键词：Almost periodic solution ; Impulsive recurrent neural networks ; Exponential stability
• 刊名：Neurocomputing
• 出版年：2 October 2014
• 年：2014
• 卷：141
• 期：Complete
• 页码：148-152
• 全文大小：351 K

文摘

In this paper, we address a new model of neural networks related to the discontinuity phenomena which is called impulsive recurrent neural networks with variable moments of time. Sufficient conditions for existence and uniqueness of exponentially stable almost periodic solution are investigated. An example is given to illustrate our theoretical results.