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Issue No.12 - December (1972 vol.21)
pp: 1347-1354
L.R. Goke , Department of Electrical Engineering, University of Florida
ABSTRACT
This paper proposes a novel design for a parallel nonadaptive binary pattern classifier. The structure employs random-pulse (stochastic) computing elements to economically realize multimodal nonlinear discriminant functions similar in form to those used in potential function classifiers. The technique achieves efficient hardware utilization by employing a READ-ONLY memory (ROM) without addressing circuits to store modes and simultaneously execute parallel stochastic multiplications required in discriminant function computations.
INDEX TERMS
Binary patterns, discriminant functions, nonadaptive, nonlinear, pattern recognition, random-pulse computing, stochastic computing.
CITATION
L.R. Goke, "Design of a Random-Pulse Computer for Classifying Binary Patterns", IEEE Transactions on Computers, vol.21, no. 12, pp. 1347-1354, December 1972, doi:10.1109/T-C.1972.223506
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