Learning Algorithms Which Make Multilayer Neural Networks Multiple- Weight-and-Neuron-Fault Tolerant

摘要

Two simple but useful methods, called the deep learning methods, for making multilayer neural networks tolerant to multiple link-weight and neuron-output faults, are proposed. The methods make the output errors in learning phase smaller than those in prac