摘要
给出一种新的简单方法分析非线性连续神经网络的指数稳定性。得到了最优化计算神经网络全局指数稳定的一些判定条件,以及联想记忆神经网络各平衡态的吸引域与收敛速度估计。所得结论推广了某些文献中已有结果。
The estimates of attractive domain and convergent rate of nonlinear continuous memory neural network are obtained, and some sufficient conditions for the network to be globally exponentially stable are developed, these results generalize ones in references.
关键词
神经网络
指数稳定性
吸收域
收敛指数
Neural network, Exponential stability, Attractive domain, Convergent rate
