Fractal encoding in a chaotic neural network

Ryeu, J. K.; Aihara, K.; Tsuda, I.

Physical Review E, 2001, 64(4), 046202-1-046202-6

Permalink : https://hdl.handle.net/2115/8487

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アクセス権	open access
URI	https://hdl.handle.net/2115/8487
タイトル	Fractal encoding in a chaotic neural network
著者	Ryeu, J. K. ; Aihara, K. ; Tsuda, I.
著者名 Ryeu, J. K.
著者名 Aihara, K.
e-Rad_Researcher 10207384 著者名 Tsuda, I.
言語	英語
発行日	2001-09
出版者	American Physical Society
収録物名	Physical Review E
巻(号)	64(4)
ページ	046202-1-046202-6
抄録	We analyze a model of a chaotic neural network consisting of three neurons, namely a chaotically forcing neuron and two neurons comprizing a stable response system with a contraction mapping property, for digital encoding with chaotic dynamics. We show that dynamics of the chaotically forcing neuron is embedded in the form of a code sequence on a fractal attractor of the two-neuron response system. We consider the relation between the state transition of the chaotically forcing neuron and the hierarchical fractal structure on the attractor in the state space of the contracting system. We also report hardware implementation of the presented model with an analog electronic circuit to investigate the fractal attractor of the chaotic neural network as a realistic system.
資源タイプ	学術雑誌論文
出版タイプ	Version of Record
権利情報	Copyright (c) 2001 The American Physical Society
PISSN	1063-651X
NCID	AA10848730
関連情報 (isIdenticalTo)	出版社版DOI https://doi.org/10.1103/PhysRevE.64.046202