Stability analysis of delayed neural networks 论文
2000IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications引用 319
Neural Networks Stability and SynchronizationNeural Networks and ApplicationsAdvanced Memory and Neural Computing
摘要
In this paper, the author derives several sufficient conditions for the asymptotic stability of delayed neural networks. These conditions ensure the asymptotic stability of the equilibrium point of a delayed neural network independently of the delay parameter. The results obtained impose constraint conditions on the interconnection matrix of the neural system. These results are also compared with the earlier results derived in the literature.