【摘要】 讨论了时滞recurrent神经网络模型的全局渐近稳定性,通过构造适当的Lyapuov函数,利用线性矩阵不等式,给出了一类常时滞recurrent神经网络的新的充分条件,所获的稳定性条件是时滞相关的,稳定性判别条件更宽松.最后通过一个实例说明方法的可行性.更多还原

【Abstract】 The over-all asymptotic stability of recurrent neural networks is discussed in this paper.A new sufficient condition for the asymptotic stability is presented.This condition is dependent on the size of delays and provides more space for stability judgment.A practical example is given to illustrate the applicability of this condition.更多还原