重置变结构神经网络的算法

Algorithm of revisable structural neural network

神经网络的结构直接影响到网络性能的优劣,进而影响其推广使用,是目前研究的焦点之一.尝试将重置算法应用于经典BP神经网络的结构优化,研究了重置算法中最佳重置时间的性质,同时提出一种重置变结构经典BP神经网络.

The structure of neural network, as a hotspot of research in artificial neural network(ANN), will affect its performance and application directly. This article applies the early-restart algorithm to the optimization of neural network's structure, studies the character of optimal restart time in the algorithm, and advances the revisable structure of classic BP neural network based on early-restart algorithm.