Exponential Stability of Almost Periodic Solutions for Memristor-Based Neural Networks with Distributed Leakage Delays

In this letter, we deal with a class of memristor-based neural networks with distributed leakage delays. By applying a new Lyapunov function method, we obtain some sufficient conditions that ensure the existence, uniqueness, and global exponential stability of almost periodic solutions of neural net...

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Bibliographic Details
Published in:Neural computation Vol. 28; no. 12; pp. 2726 - 2756
Main Authors: Xu, Changjin, Li, Peiluan, Pang, Yicheng
Format: Journal Article
Language:English
Published: United States 01.12.2016
ISSN:1530-888X
Online Access:Get more information
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