Title :
New Asymptotic Stability Criteria for a Two-Neuron Network With Different Time Delays
Author :
Li, Shaowen ; Liao, Xiaofeng ; Li, Chunguang ; Wong, Kwok-Wo
Author_Institution :
Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
We present new sufficient conditions for the asymptotic stability of a two-neuron network with different time delays. These conditions lead to delay-dependent and delay-independent asymptotic stabilities, respectively. They are shown to be less conservative and restrictive than those reported in the literature. Some examples are included to illustrate our results
Keywords :
asymptotic stability; delays; neural nets; asymptotic stability criteria; neural networks; neuron network; time delays; Asymptotic stability; Bifurcation; Delay effects; Finance; History; Neural networks; Neurofeedback; Neurons; Stability criteria; Sufficient conditions; Neural networks; neuron; stability; time delays;
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2006.875386
