Almost periodic solutions of recurrent neural networks with continuously distributed delays

2009 ◽  
Vol 71 (12) ◽  
pp. 6097-6108 ◽  
Author(s):  
Hongjun Xiang ◽  
Jinde Cao
Keyword(s):  
Neural Networks ◽  
Periodic Solutions ◽  
Recurrent Neural Networks ◽  
Distributed Delays ◽  
Almost Periodic Solutions ◽  
Almost Periodic

scholarly journals Existence and Global Uniform Asymptotic Stability of Pseudo Almost Periodic Solutions for Cohen-Grossberg Neural Networks with Discrete and Distributed Delays

2014 ◽  
Vol 2014 ◽  
pp. 1-10 ◽  
Author(s):  
Hongying Zhu ◽  
Chunhua Feng
Keyword(s):  
Neural Networks ◽  
Asymptotic Stability ◽  
Periodic Solutions ◽  
Lyapunov Functional ◽  
Distributed Delays ◽  
Almost Periodic Solutions ◽  
Almost Periodic ◽  
Uniform Asymptotic Stability ◽  
Pseudo Almost Periodic Solutions ◽  
Pseudo Almost Periodic

This paper studies the existence and uniform asymptotic stability of pseudo almost periodic solutions to Cohen-Grossberg neural networks (CGNNs) with discrete and distributed delays by applying Schauder fixed point theorem and constructing a suitable Lyapunov functional. An example is given to show the effectiveness of the main results.

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