DocumentCode
303303
Title
Chaotic bidirectional associative memory
Author
Osana, Yuko ; Hattori, Motonobu ; Hagiwara, Masafumi
Author_Institution
Dept. of Electr. Eng., Keio Univ., Yokohama, Japan
Volume
2
fYear
1996
fDate
3-6 Jun 1996
Firstpage
816
Abstract
A chaotic bidirectional associative memory (CBAM) is proposed and simulated. It can deal with one-to-many associations such as {(A,a), (A,b), (A,c),···}. In the CBAM, in order to enable one-to-many associations, each training pair is memorized together with its own contextual information and chaotic neurons are employed in a part of the network corresponding to the contextual information. Since the chaotic neurons change their states by chaos, the one-to-many associations can be realized in the CBAM
Keywords
chaos; content-addressable storage; learning (artificial intelligence); neural nets; chaotic bidirectional associative memory; chaotic neurons; contextual information; one-to-many associations; training pair; Associative memory; Biological neural networks; Chaos; Crosstalk; Damping; Equations; Human factors; Magnesium compounds; Neural networks; Neurons;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1996., IEEE International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-7803-3210-5
Type
conf
DOI
10.1109/ICNN.1996.549002
Filename
549002
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