Chaotic neural networks and beyond

Kazuyuki Aihara; Taiji Yamada; Makito Oku

doi:10.1142/9789814434805_0021

Chaotic neural networks and beyond

Kazuyuki Aihara^*, Taiji Yamada, Makito Oku

^*この論文の責任著者

未病研究センター

研究成果: 書籍の章/レポート/会議録 › 章 › 査読

2 被引用数 (Scopus)

抄録

A chaotic neuron model which is closely related to deterministic chaos observed experimentally with squid giant axons is explained, and used to construct a chaotic neural network model. Further, such a chaotic neural network is extended to different chaotic models such as a largescale memory relation network, a locally connected network, a vector-valued network, and a quaternionic-valued neuron.

本文言語	英語
ホスト出版物のタイトル	Chaos, CNN, Memristors and Beyond
ホスト出版物のサブタイトル	A Festschrift for Leon Chua
出版社	World Scientific Publishing Co.
ページ	259-270
ページ数	12
ISBN（電子版）	9789814434805
ISBN（印刷版）	9789814434799
DOI	https://doi.org/10.1142/9789814434805_0021
出版ステータス	出版済み - 2013/01/01

ASJC Scopus 主題領域

コンピュータサイエンス一般
数学一般

文献へのアクセス

10.1142/9789814434805_0021

引用スタイル

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title = "Chaotic neural networks and beyond",

abstract = "A chaotic neuron model which is closely related to deterministic chaos observed experimentally with squid giant axons is explained, and used to construct a chaotic neural network model. Further, such a chaotic neural network is extended to different chaotic models such as a largescale memory relation network, a locally connected network, a vector-valued network, and a quaternionic-valued neuron.",

author = "Kazuyuki Aihara and Taiji Yamada and Makito Oku",

year = "2013",

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AU - Oku, Makito

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AB - A chaotic neuron model which is closely related to deterministic chaos observed experimentally with squid giant axons is explained, and used to construct a chaotic neural network model. Further, such a chaotic neural network is extended to different chaotic models such as a largescale memory relation network, a locally connected network, a vector-valued network, and a quaternionic-valued neuron.

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BT - Chaos, CNN, Memristors and Beyond

PB - World Scientific Publishing Co.

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Chaotic neural networks and beyond

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ASJC Scopus 主題領域

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引用スタイル