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Title of article :
Synchronization control of a class of memristor-based recurrent neural networks
Author/Authors :
Ailong Wu، نويسنده , , Shiping Wen، نويسنده , , Zhigang Zeng، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Pages :
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Abstract :
In this paper, we formulate and investigate a class of memristor-based recurrent neural networks. Some sufficient conditions are obtained to guarantee the exponential synchronization of the coupled networks based on drive-response concept, differential inclusions theory and Lyapunov functional method. The analysis in the paper employs results from the theory of differential equations with discontinuous right-hand side as introduced by Filippov. Finally, the validity of the obtained result is illustrated by a numerical example.
Keywords :
MEMRISTOR , recurrent neural networks , circuit analysis , Exponential synchronization
Journal title :
Information Sciences
Serial Year :
Link To Document :