Presentation 1994/11/29
The S/N Analysis of Associative Memory.Sign Alternating and Pairing Memorization Method
Kazushi Mimura, Masato Okada,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) There e some models of associative memory that have improved learning algorithms or dynamics.We obtained the memory capacity of an associative memory using the sign alternating memorization method and the pairing memorization method by means of self- consistent S, N analysis(SCSNA).In the case using the grouping memorization method,as the number of patterns of a group increases, the memory capacity increases.If more than about 10 patterns are grouped,the memory capacity is about 0.27N(N:the number of units) as well as a cross-correlation associative memory.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Sign Alternating Memorization / Paring Memorization / Grouping Memorization / Memory capacity / SCSNA method
Paper # NC94-44
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Committee NC
Conference Date 1994/11/29(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) The S/N Analysis of Associative Memory.Sign Alternating and Pairing Memorization Method
Sub Title (in English)
Keyword(1) Sign Alternating Memorization
Keyword(2) Paring Memorization
Keyword(3) Grouping Memorization
Keyword(4) Memory capacity
Keyword(5) SCSNA method
1st Author's Name Kazushi Mimura
1st Author's Affiliation Osaka University()
2nd Author's Name Masato Okada
2nd Author's Affiliation Osaka University
Date 1994/11/29
Paper # NC94-44
Volume (vol) vol.94
Number (no) 377
Page pp.pp.-
#Pages 6
Date of Issue