`Winner-take-all circuit for neurocomputing applications
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(0) (0 Votes)Views: (2013) Date: (Publication Date: Oct 1990) Pages: () -
Author: Perfetti R. INFO-COM Dept. Roma;
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Abstract: Abstract The author proposes a parallel analogue implementation of the `winner-take-all' function. It can be utilised in the hardware realisation of neurocomputer systems based on competitive learning, which find application in areas such as pattern classification, vector quantisation and image recognition. Analytic results are derived by means of the piecewise-linear method in the case of two variables and SPICE simulation results are presented in the general case. It is shown that the circuit exhibits some ad hoc properties that make it well suited for this kind of application
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