Title of article :
Exponential stability of high-order bidirectional associative memory neural networks with time delays
Author/Authors :
Cao، نويسنده , , Jinde and Liang، نويسنده , , Jinling and Lam، نويسنده , , James، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2004
Pages :
12
From page :
425
To page :
436
Abstract :
In this paper, exponential stability is studied for a class of high-order bidirectional associative memory (BAM) neural networks with time delays. By employing the linear matrix inequality (LMI) and the Lyapunov functional methods, several sufficient conditions are obtained for ensuring the system to be globally exponentially stable. Two illustrative examples are also given in the end of this paper to show the effectiveness of our results.
Keywords :
Time delays , Bidirectional associative memory (BAM) , Exponential stability , Lyapunov functional , High-order neural networks , Linear matrix inequality
Journal title :
Physica D Nonlinear Phenomena
Serial Year :
2004
Journal title :
Physica D Nonlinear Phenomena
Record number :
1725915
Link To Document :
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