摘要
首先分析了Hopfield神经网络、双向联想记忆网络、神经网络环和分形神经网络的存储容量,给出了存储样本分量的概率分布对上述各种网络存储容量的影响。最后分析了回归相关神经网络的存储容量。
This paper analyzes the capacites of Hopfield network. Bidirectional Associa- tive Memories (BAM) Network, Neural Network Loop and Fractal Neural Network. The ef- fect of probability of the stored vectors on the capacities of above networks are given. Final- ly, the capacity of recurrent correlative neural network is analyzed.
出处
《指挥技术学院学报》
1995年第2期1-8,共8页
Journal of Institute of Command and Technology