Multi-winners self-organizing bidirectional associative memory

Author

Huang, Jiongtao ; Hagiwara, Masafumi

Author_Institution

Dept. of Inf. & Comput. Sci., Keio Univ., Yokohama, Japan

Volume

4

fYear

1998

fDate

11-14 Oct 1998

Firstpage

3641

Abstract

We propose a new bidirectional associative memory (BAM) named multiwinners self-organizing bidirectional associative memory (MWS-BAM) in this paper. The proposed MWS-BAM has two processes for pattern pair storage: storage process and recall process. For the storage process, the proposed MWS-BAM can represent one piece of pattern pair distributedly in the distributed representation layer and stores the relation using the upward weights. In addition, the MWS-BAM can store the relation of the distributed representation and the other piece of pattern pair in the downward weights. For the recall process, the MWS-BAM can recall information bidirectionally: one piece of the stored pattern pair by receiving the other piece in the input-output layer for any stored pattern pairs

Keywords

content-addressable storage; self-organising feature maps; I/O layer; MWS-BAM; bidirectional information recall; distributed representation layer; downward weight; input-output layer; multiwinners self-organizing bidirectional associative memory; pattern pair storage; recall process; upward weights; Associative memory; Computational modeling; Computer science; Computer simulation; Hebbian theory; Magnesium compounds; Neural networks; Noise robustness;

fLanguage

English

Publisher

ieee

Conference_Titel

Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on

Conference_Location

San Diego, CA

ISSN

1062-922X

Print_ISBN

0-7803-4778-1

Type

conf

DOI

10.1109/ICSMC.1998.726631

Filename

726631