Presentation 2016-05-21
Simple feature quantities of periodic orbits in dynamic binary neural networks
Kazuma Makita, Ryuji sato, Toshimichi Saito,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) This paper studies perodic orbits of dynamic binary neural networks. The network is characterized by a signum activation function and ternary connection parameters. Depending on the parameters and initial condition, the network can generate various periodic orbits in the steady states. Introducing simple feature quantities, we analyze periodic orbits in a simple class of networks. Performing elementory numerical experiments typical examples are demonstrated.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Dynamic binary neural networks / Dynamical systems / Steady states / Periodic orbits
Paper # NC2016-1
Date of Issue 2016-05-14 (NC)

Conference Information
Committee MBE / NC
Conference Date 2016/5/21(1days)
Place (in Japanese) (See Japanese page)
Place (in English) University of Toyama
Topics (in Japanese) (See Japanese page)
Topics (in English)
Chair Tetsuo Kobayashi(Kyoto Univ.) / Toshimichi Saito(Hosei Univ.)
Vice Chair Yutaka Fukuoka(Kogakuin Univ.) / Shigeo Sato(Tohoku Univ.)
Secretary Yutaka Fukuoka(akita noken) / Shigeo Sato(Kogakuin Univ.)
Assistant Takenori Oida(Kyoto Univ.) / Ryota Horie(Shibaura Inst. of Tech.) / Hiroyuki Kanbara(Tokyo Inst. of Tech.) / Hisanao Akima(Tohoku Univ.)

Paper Information
Registration To Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Simple feature quantities of periodic orbits in dynamic binary neural networks
Sub Title (in English)
Keyword(1) Dynamic binary neural networks
Keyword(2) Dynamical systems
Keyword(3) Steady states
Keyword(4) Periodic orbits
1st Author's Name Kazuma Makita
1st Author's Affiliation Hosei University(HU)
2nd Author's Name Ryuji sato
2nd Author's Affiliation Hosei University(HU)
3rd Author's Name Toshimichi Saito
3rd Author's Affiliation Hosei University(HU)
Date 2016-05-21
Paper # NC2016-1
Volume (vol) vol.116
Number (no) NC-59
Page pp.pp.1-4(NC),
#Pages 4
Date of Issue 2016-05-14 (NC)