A Geometrical Representation of M-P Neural Model and Its Applications

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A Geometrical Representation of M-P Neural Model and Its Applications
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                        ZHANG LingZHANG Ling

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ZHANG BoZHANG Bo

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Abstract:

In this paper, a geometrical representation of M-P neural model is presented. From the representation,a clear visual picture and interpretation of the model can be seen. Two interesting applications based on the interpretation are discussed. They are (1) a new design principle of feedforward neural networks, and (2) a new proof of mapping abilities of three-layer feedforward neural networks.

Key words:A Geometrical Representation of M-P Neural Model and Its Applications

Reference

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张铃,张钹. M-P神经元模型的几何意义及其应用.软件学报,1998,9(5):334-338

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History

Received:November 06,1997
Revised:February 25,1998
Adopted:
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