【摘要】 利用分段Lyapunov函数的方法和不等式技巧,分析了具有脉冲效应的Hopfield神经网络的全局指数稳定性;估计指数收敛率.在此基础上给出了易于实现的镇定连续型Hopfield神经网络的脉冲控制器.实验结果改进了相关文献中的结论.更多还原

【Abstract】 By constructing suitable Lyapunov functionals and employing the analysis techniques,the global exponential stability of Hopfield neural network with impulses is obtained and the exponential convergent rate is estimated.In addition,the impulsive controllers are gained to stabilize the continuous neural networks.The results extend and improve the earlier results.更多还原