新广义模糊Hopfield神经网络的稳定性研究(Ⅱ)

Research on the Stability of New Generalized Fuzzy Hopfield Neural Network(Ⅱ)

新广义模糊Hopfield神经网络 (NFHNN)在具有物理意义的背景下更具普遍意义的模型一致稳定性和吸引子的Lyapunov稳定性研究 ,并且给出了一个模糊式是该网络吸引子的充要条件。

Under the background of physics, a more generalized fuzzy hopfield neural network is presented, and the Lyapunov stability of the attractor and uniform stability of this network is investigated. Accordingly, the equivalent condition is given that a fuzzy pattern is an attractor of the network.