TY - GEN
T1 - Dynamic associative memory using chaotic neural networks
AU - Fukuhara, Y.
AU - Takefuji, Y.
N1 - Funding Information:
The authors wish to thank Mr. R. Shimshock for his help with the x~ray diffraction measurements. We would also like to thank H. S. Gurev and G. E. Carver for fruitful discussions and helpful suggestions in the course of this work. This work was supported by the contract "Chemical Vapor Deposition of Amorphous Silicon for Photothermal Solar Energy Converters," Department of Energy, Division of Material Sciences, Office of Basic Energy Sciences, # ER-78-S-02-4899.
Publisher Copyright:
© 1999 IEEE.
PY - 1999
Y1 - 1999
N2 - In this paper, we propose a multi-module chaotic associative memory (MCAM) that uses chaotic neural networks. In this method, the chaotic associative memories are connected to each other. If MCAM can not obtain enough information of a target, MCAM shows a behavior that looks like human "perplexity" where MCAM succeeds in one-to-many associations. And when MCAM obtains enough information to recognize a target, MCAM converges to a stable state. Although the structure of MCAM is simple, MCAM realizes one-to-many association by using chaotic dynamics.
AB - In this paper, we propose a multi-module chaotic associative memory (MCAM) that uses chaotic neural networks. In this method, the chaotic associative memories are connected to each other. If MCAM can not obtain enough information of a target, MCAM shows a behavior that looks like human "perplexity" where MCAM succeeds in one-to-many associations. And when MCAM obtains enough information to recognize a target, MCAM converges to a stable state. Although the structure of MCAM is simple, MCAM realizes one-to-many association by using chaotic dynamics.
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U2 - 10.1109/IPMM.1999.791480
DO - 10.1109/IPMM.1999.791480
M3 - Conference contribution
AN - SCOPUS:85040064458
T3 - Proceedings of the 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999
SP - 743
EP - 748
BT - Proceedings of the 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999
A2 - Veiga, Marcello M.
A2 - Meech, John A.
A2 - Smith, Michael H.
A2 - LeClair, Steven R.
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999
Y2 - 10 July 1999 through 15 July 1999
ER -