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
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
Journal title :
Physica D Nonlinear Phenomena