Presentation 1994/6/28
Associative Memory Model Using Non-Monotnic Modules with Feed forward Inhibition
Masato Okada, Kazushi Mimura, Koji Kurata,
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Abstract(in English) In present paper,an associative memory model with non-monotonic module,with feedforward inhibition is discussed.The modules in the model consist of two types of threshold units each of which has different thresholds.The module can be considered as biological plausible representation of the non-monotonic unit.The model is compared with one with monotonic units.We show theoretically that the difference of the storage capacities of the two models become small when sparse patterns are used.
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Keyword(in English) associutive memory model / correlation learning / storage capacity / spare coding / non-monatonic unit
Paper # NC94-20
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Committee NC
Conference Date 1994/6/28(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Associative Memory Model Using Non-Monotnic Modules with Feed forward Inhibition
Sub Title (in English)
Keyword(1) associutive memory model
Keyword(2) correlation learning
Keyword(3) storage capacity
Keyword(4) spare coding
Keyword(5) non-monatonic unit
1st Author's Name Masato Okada
1st Author's Affiliation Faculty of Engineering Science,Osaka University()
2nd Author's Name Kazushi Mimura
2nd Author's Affiliation Faculty of Engineering Science,Osaka University
3rd Author's Name Koji Kurata
3rd Author's Affiliation Faculty of Engineering Science,Osaka University
Date 1994/6/28
Paper # NC94-20
Volume (vol) vol.94
Number (no) 129
Page pp.pp.-
#Pages 6
Date of Issue