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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) At Proc. Intl. Conf. on Artificial Neural Networks. , pp. 1207-1210.

Record type: Conference or Workshop Item (Other)


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.

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Published date: 1991
Additional Information: Address: Groningen, Netherlands
Venue - Dates: Proc. Intl. Conf. on Artificial Neural Networks, 1991-01-01
Organisations: Electronics & Computer Science


Local EPrints ID: 250216
PURE UUID: 447bf7c0-26d7-499b-81b8-aab01a1bc91d

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Date deposited: 04 May 1999
Last modified: 18 Jul 2017 10:43

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Author: P.E. An
Author: W.T. Miller
Author: P.C. Parks

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