01.11.2014 | Original Article | Ausgabe 6/2014
New results on almost periodic solutions for CNNs with time-varying leakage delays
- Zeitschrift:
- Neural Computing and Applications > Ausgabe 6/2014
Abstract
In this paper, based on the exponential dichotomy theory and contraction mapping fixed point theorem, we obtain some sufficient conditions ensuring the global exponential stability of almost periodic solutions for a new generalized cellular neural network model with time-varying delays in leakage (or forgetting) terms. Our results complement some recent ones. Moreover, an illustrative example and its numerical simulation are given to demonstrate the effectiveness of the obtained results.
