Design Improvements in Associative Memories for Cerebellar Model Articulation Controllers (CMAC)


An, P.E., Miller, W.T. and Parks, P.C. (1991) Design Improvements in Associative Memories for Cerebellar Model Articulation Controllers (CMAC). Proc. Intl. Conf. on Artificial Neural Networks , 1207-1210.

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Description/Abstract

A number of recent improvements to the design of associative memories for CMAC systems are described. These are (i) an improved scheme for allocating C weights to a given input vector in R^n, (ii) design of receptive field shapes within the hypercube associated with an indvidual weight (including some experimental evaluations of these shapes), (iii) matching the field shapes to the hypercube itself using the concept of superspheres, (iv) speeding up the convergence of the weight training procedure.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Additional Information: Address: Groningen, Netherlands
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science
ePrint ID: 250216
Date Deposited: 04 May 1999
Last Modified: 27 Mar 2014 19:51
Further Information:Google Scholar
ISI Citation Count:0
URI: http://eprints.soton.ac.uk/id/eprint/250216

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