Document (#12283)

Author

Fletcher, G.P.
Hinde, C.J.

Title

Using a neural network as a tool for constructing rule based systems

Source

Knowledge-based systems. 8(1995) no.4, S.183-189

Year

1995

Abstract

Presents a method for deriving rules from a neural network and abstracting meaning from them. This produces a connectionist rule induction system that combines some of the useful attributes of connectionist and traditional symbolic systems. Presents a tutorial example of the noise immunity enjoyed by neural networks together with examples drawn from the field of intelligent control. Explores the limits of the technique by applying the technique to a large scale neural network drawn from visual character recognition

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