Another K-winners-take-all analog neural network.

Another K-winners-take-all analog neural network. Research Abstract Details 

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Another K-winners-take-all analog neural network. Abstract Text:

B D Calvert,C A Marinov,

An analog Hopfield type neural network is given, that identifies the K largest components of a list d of N real numbers. The neurons are identical, with a tanh characteristic, and the weight matrix is symmetric and fully filled. The list to be processed is a summand of the input currents of the neurons, and the network is started from zero. We provide easily computable restrictions on the parameters. The main emphasis here is on the magnitude of the neuronal gain. A complete mathematical analysis is given. The trajectories are shown to eventually have positive components precisely in the positions given by the K largest elements in the input list.

Another K-winners-take-all analog neural network. Publishing Authors By Initials

BD Calvert,CA Marinov,

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Another K-winners-take-all analog neural network. Journal Published:

PUBLICATION TYPE: Journal Article

Journal: IEEE transactions on neural networks / a publicati

VOLUME: 11

Page Numbers: 829-38

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ISSN: 1045-9227

DAY: 5

MONTH: 02

YEAR: 2000

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LANGUAGE: eng

NlmUniqueID: 101211035

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Grant and Affiliation Information for Another K-winners-take-all analog neural network.

AFFILIATION: Dept. of Math., Auckland Univ.

Country: United States

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MEDLINETA: IEEE Trans Neural Netw

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