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On the K-Winners-Take-All Network

Majani, E. and Erlanson, R. and Abu-Mostafa, Y. (1989) On the K-Winners-Take-All Network. In: Advances in Neural Information Processing Systems 1 (NIPS 1988). Advances in Neural Information Processing Systems. No.1. Morgan Kaufmann , San Mateo, CA, pp. 634-642. ISBN 1-558-60015-9.

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We present and rigorously analyze a generalization of the Winner-Take-All Network: the K-Winners-Take-All Network. This network identifies the K largest of a set of N real numbers. The network model used is the continuous Hopfield model.

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Additional Information:© 1989 Morgan Kaufmann. The authors would like to thank John Hopfield and Stephen DeWeerth from the California Institute of Technology and Marvin Perlman from the Jet Propulsion Laboratory for insightful discussions about material presented in this paper. Part of the research described in this paper was performed at the Jet Propulsion Laboratory under contract with NASA.
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Series Name:Advances in Neural Information Processing Systems
Issue or Number:1
Record Number:CaltechAUTHORS:20160107-160213913
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Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:63471
Deposited On:14 Jan 2016 23:48
Last Modified:03 Oct 2019 09:28

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