NEUREX-an expert system for the autonomous design of artificial neural nets | IEEE Conference Publication | IEEE Xplore

NEUREX-an expert system for the autonomous design of artificial neural nets


Abstract:

The learning capacity of artificial neural nets removes the need to formulate a model or to extract knowledge for the implementation of any correspondence function. On th...Show More

Abstract:

The learning capacity of artificial neural nets removes the need to formulate a model or to extract knowledge for the implementation of any correspondence function. On the other hand, the design process calls for a certain number of iterations before one can find the right configuration and learning parameters for use in a given application. To mitigate this difficulty, NEUREX has been designed to consist of an expert system and an artificial neural net simulator. It supervises autonomously the process of design in the same way as would an experienced designer, and is currently in readiness to supervise artificial neural net design using standard backpropagation.
Date of Conference: 05-08 September 1995
Date Added to IEEE Xplore: 06 August 2002
Print ISBN:0-7803-2766-7
Print ISSN: 0840-7789
Conference Location: Montreal, QC, Canada

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