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Pulse-firing winner-take-all networksWinner-take-all (WTA) neural networks using pulse-firing processing elements are introduced. In the pulse-firing WTA (PWTA) networks described, input and activation signal shunting is controlled by one shared lateral inhibition signal. This organization yields an O(n) area complexity that is convenient for integrated circuit implementation. Appropriately specified network parameters allow for the accurate continuous evaluation of inputs using a signal representation compatible with established pulse-firing neural network implementations.
Document ID
19940013880
Acquisition Source
Legacy CDMS
Document Type
Conference Paper
Authors
Meador, Jack L. (Washington State Univ. Pullman, WA, United States)
Date Acquired
September 6, 2013
Publication Date
January 1, 1991
Publication Information
Publication: Idaho Univ., The 1991 3rd NASA Symposium on VLSI Design
Subject Category
Cybernetics
Accession Number
94N18353
Distribution Limits
Public
Copyright
Work of the US Gov. Public Use Permitted.

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