About: On Informational Characteristics of Willshaw-Like Auto-Associative Memory.

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About: On Informational Characteristics of Willshaw-Like Auto-Associative Memory. Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	A sparsely encoded Willshaw-like attractor neural network based on the binary Hebbian synapses is investigated analytically and by computer simulations. A special inhibition mechanism which supports a constant number of active neurons at each time step is used. The informational capacity and the size of attraction basis are evaluated for the Single-Step and the Gibson-Robinson approximations, as well as for experimental results. A sparsely encoded Willshaw-like attractor neural network based on the binary Hebbian synapses is investigated analytically and by computer simulations. A special inhibition mechanism which supports a constant number of active neurons at each time step is used. The informational capacity and the size of attraction basis are evaluated for the Single-Step and the Gibson-Robinson approximations, as well as for experimental results. (en)
Title	On Informational Characteristics of Willshaw-Like Auto-Associative Memory. On Informational Characteristics of Willshaw-Like Auto-Associative Memory. (en)
skos:prefLabel	On Informational Characteristics of Willshaw-Like Auto-Associative Memory. On Informational Characteristics of Willshaw-Like Auto-Associative Memory. (en)
skos:notation	RIV/67985807:_____/02:06020154!RIV/2003/AV0/A06003/N
http://linked.open.../vavai/riv/strany	141;157
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA201/00/1031), P(GA201/01/1192), Z(AV0Z1030915)
http://linked.open...iv/cisloPeriodika	2
http://linked.open...vai/riv/dodaniDat	2003
http://linked.open...aciTvurceVysledku	Húsek, Dušan
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav informatiky AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	656874
http://linked.open...ai/riv/idVysledku	RIV/67985807:_____/02:06020154
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Willshaw-like; space encoding; attractor neural network; binary Hebbian synapses; computer simulations; constant; informational capacity; attraction basis size; single-step approximation; Gibson-Robinson approximation (en)
http://linked.open.../riv/klicoveSlovo	computer simulations constant Gibson-Robinson approximation Willshaw-like attraction basis size binary Hebbian synapses informational capacity single-step approximation space encoding attractor neural network
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[175798FB9553]
http://linked.open...i/riv/nazevZdroje	Neural Network World
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...ocetUcastnikuAkce	0 (xsd:int)
http://linked.open...nichUcastnikuAkce	0 (xsd:int)
http://linked.open...vavai/riv/projekt	Intelligent retrieval in document information systems Research of neural networks capability to provide nonlinear Boolean factor analysis
http://linked.open...UplatneniVysledku	2002
http://linked.open...v/svazekPeriodika	12
http://linked.open...iv/tvurceVysledku	Frolov, A. A. Húsek, Dušan Rachkovskij, D.
http://linked.open...n/vavai/riv/zamer	Nové informatické technologie - teoretické základy, metodologie, prostředky a aplikace
issn	1210-0552
number of pages	17 (xsd:int)

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