Multiperiodicity analysis of higher-order cellular neural networks with leakage time-lags
Xuyang Lou · Control theory & applications · 2010
The multiperiodicity and the exponential convergence of a class of higher-order cellular neural networks with leakage time-lags are analyzed.A sufficient condition for guaranteeing periodic orbits of this kind of networks to be locally exponentially convergent in saturation regions is obtained.The results show that an n-dimensional neural network can have 2n periodic orbits located in saturation regions,and these periodic orbits are locally exponentially convergent.The simulation example shows the effectiveness of the results.