【摘要】 提出了一种新颖的神经元模型和用于神经网络训练的推广准则，给出了多层神经网络的快速学习算法，研究了一种用于语音识别的时变多层神经网络及其相应的快速学习算法．语音识别实验表明：所给出的快速学习算法能有效地加速网络训练进程．更多还原

【Abstract】 A new neuron model for the neural network is developed and a generalized criterion for the training of neural network is proposed. A fast learning algorithm for a multilayer neural network is described. A second order time variant neural network applied to speech recognition is presented and its fast BP algorithm is discussed. Experiments on speech recognition show that the fast BP algorithm proposed can speed up the training of neural network.更多还原