The Superiority of Digital Neural Networks

CHEN Songcan, YANG Guoqing, XU Tao. The Superiority of Digital Neural NetworksJ. Journal of Computer Research and Development, 1991, 28(5): 8-12.

Citation:

CHEN Songcan, YANG Guoqing, XU Tao. The Superiority of Digital Neural NetworksJ. Journal of Computer Research and Development, 1991, 28(5): 8-12.

Citation:

CHEN Songcan, YANG Guoqing, XU Tao. The Superiority of Digital Neural NetworksJ. Journal of Computer Research and Development, 1991, 28(5): 8-12.

Abstract

In this paper,first,the characteristics and limitations of neural networks with standardM-P neuron model are discussed.Secondly,a novel probabilistic logic neural network (PLNN) imple-mented by digital device such as RAM is introduced.Finally,the simplicity of learning algorithm andhardware-easily-implemented property of PLNN are emphasized,which shows that PLNN possesses agreat potential in parallel processing and machine inference

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