✦ LIBER ✦

A novel logical neuron model

✍ Scribed by G. Y. Wang; P. S. Fisher

Publisher: John Wiley and Sons
Year: 1999
Tongue: English
Weight: 131 KB
Volume: 14
Category: Article
ISSN: 0884-8173
DOI: 10.1002/(sici)1098-111x(199912)14:12<1199::aid-int2>3.0.co;2-m

No coin nor oath required. For personal study only.

✦ Synopsis

The problem of representing and processing logical knowledge using a neural network is Ž . discussed. A novel neuron model, a triple-valued logical neuron TLN is presented.

Ž . There are two kinds of TLNs, triple-valued ''logical and'' neuron TLN-AND and Ž . Ž . triple-valued ''logical or'' neuron TLN-OR . A multiple-layer neural network TLNN made up of TLNs can implement a triple-valued logical inference system. TLNN can thus form a base for representing logical knowledge using neural networks.

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