Stability of cellular neural network with small delays

Pages: 420 - 426, Issue Special, August 2005

 Abstract        Full Text (145.1K)              

Ying Sue Huang - Department of Mathematics, Pace University, Pleasantville, NY 10570, United States (email)
Chai Wah Wu - IBM T. J. Watson Research Center, Yorktown Heights, NY 10598, United States (email)

Abstract: We consider a system of cellular neural networks with delays. By using appropriate Lyapunov functions, we obtain sufficient conditions so that the system is globally stable when the delay is small enough.

Keywords:  Stability, neural network, Lyapunov functions, delays.
Mathematics Subject Classification:  34K20, 34K15, 92B20.

Received: September 2004;      Revised: March 2005;      Published: September 2005.