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authors Coyne, Richard D. and Postmus, A.G.
year 1990
title Spatial Applications of Neural Networks in Computer-Aided Design
source Artificial Intelligence in Engineering. 1990. vol. 5: pp. 9-22. CADLINE has abstract only
summary Neural networks of PDP (parallel distributed processing), models of computation are based on mathematical models of neural processes. The authors explore the application of PDP to simple spatial reasoning in computer-aided design. Knowledge that provides a mapping from performances to design descriptions can be encoded into PDP systems in the form of learned patterns. The implementation of a simple PDP pattern associator is described. The system is shown to facilitate a rudimentary kind of associative or analogical reasoning. It also facilitates reasoning where only incomplete information is available. There are important concerns in design reasoning
keywords CAD, neural networks, design, representation, knowledge, reasoning
series CADline
references Content-type: text/plain
last changed 2003/05/17 08:13
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