广义神经网络系统与广义BP算法

GENERALIZED NEURAL NETWORK SYSTEM AND BP ALGORITHM

本文在传统的神经网络理论基础上 ,将传统的神经元拓广为广义神经元 ,描述了以广义神经元为基础的广义神经网络系统的组成原理 .提出了适应于广义神经网络系统的一种广义 BP算法 ,并给出了该算法的数学推导 .

On the basis of the traditional theory of Neural Network , the generalized neuron model and Neural Network are presented. A kind of the generalized BP algorithm fit for the generalized Neural Network and its mathematical derivation are addressed. Simultaneously, the application of the Chinese character recognition based on the fundamental theory of the generalized Neural Network is introduced .