延迟离散Hopfield型网络的异步收敛性

Convergence of the discrete Hopfield-type neural network with delay in the serial mode

延迟离散Hopfield型网络是离散Hopfield网络的一种推广 ,研究了非对称的延迟离散Hopfield型神经网络的异步收敛性 ,并给出了相应的收敛性定理 。

Discrete Hopfield type neural networks with delay are the generalization of discrete Hopfield neural networks. However, almost previous studies of the convergence of the discrete Hopfield type neural networks with delay assumed that the interconnection matrix is symmetric. In this paper, the convergence of asymmetric discrete Hopfield type neural networks with delay is mainly studied and some convergence theorems are given. The obtained results generalize the existing results.