Poisson型随机干扰下的Hopfield神经网络的无源性问题研究

Passivity of Hopfield Neural Networks with Poisson Type Random Interference

本文研究了Poisson型随机干扰下的Hopfield神经网络的无源性问题。利用半鞅、测度论与Lyapunov方法给出了易于求解的无源性判据。

this paper studies the passivity of Hopfield neural network under Poisson type random interference.Using semimartingale,measure theory and Lyapunov method,the criterion of passivity which is easy to solve is given.