Presentation 1997/3/17
Statistical Neurodynamics of Partial Reverse Method
Hideki Kakeya, Masato Okada, Yoichi Okabe,
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Abstract(in English) Statistical neurodynamics of the associative memory with the partial reverse recalling method is deduced based on the existing SCSNA and S/N analysis of the first step of the dynamics. Several models with various averages of the noise term and various orders of approximation are considered. The memory capacity and the basin of attraction obtained from these theoretical models are compared with the results of the simulations and the SCSNA.
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Keyword(in English) statistical neurodynamics / partial reverse method / autocorrelational associative memory / memory capacity / basin of attraction
Paper # NC96-127
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Committee NC
Conference Date 1997/3/17(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) Statistical Neurodynamics of Partial Reverse Method
Sub Title (in English)
Keyword(1) statistical neurodynamics
Keyword(2) partial reverse method
Keyword(3) autocorrelational associative memory
Keyword(4) memory capacity
Keyword(5) basin of attraction
1st Author's Name Hideki Kakeya
1st Author's Affiliation RCAST, University of Tokyo()
2nd Author's Name Masato Okada
2nd Author's Affiliation Japan Science and Technology Corporation
3rd Author's Name Yoichi Okabe
3rd Author's Affiliation RCAST, University of Tokyo
Date 1997/3/17
Paper # NC96-127
Volume (vol) vol.96
Number (no) 583
Page pp.pp.-
#Pages 8
Date of Issue