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A Synthesis Method of Spiking Neural Oscillators with Considering Asymptotic Stability
http://hdl.handle.net/10112/00025440
http://hdl.handle.net/10112/000254406a74444d-93a8-4cb4-9359-0a4051ea101e
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
KU-0020-20210719-00.pdf (216.8 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||||||
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| 公開日 | 2021-10-05 | |||||||||
| タイトル | ||||||||||
| タイトル | A Synthesis Method of Spiking Neural Oscillators with Considering Asymptotic Stability | |||||||||
| 言語 | en | |||||||||
| 言語 | ||||||||||
| 言語 | eng | |||||||||
| 資源タイプ | ||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||
| 資源タイプ | conference paper | |||||||||
| 著者 |
Kuroe, Yasuaki
× Kuroe, Yasuaki× Miyoshi, Seiji× Hikawa, Hiroomi× Ito, Hidetaka× 本仲, 君子
WEKO
27981
× 前田, 裕 |
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| 著者別名 | ||||||||||
| 識別子Scheme | WEKO | |||||||||
| 識別子 | 48986 | |||||||||
| 姓名 | 黒江, 康明 | |||||||||
| 著者別名 | ||||||||||
| 識別子Scheme | WEKO | |||||||||
| 識別子 | 48987 | |||||||||
| 姓名 | 三好, 誠司 | |||||||||
| 著者別名 | ||||||||||
| 識別子Scheme | WEKO | |||||||||
| 識別子 | 48992 | |||||||||
| 姓名 | 肥川, 宏臣 | |||||||||
| 著者別名 | ||||||||||
| 識別子Scheme | WEKO | |||||||||
| 識別子 | 48989 | |||||||||
| 姓名 | 伊藤, 秀隆 | |||||||||
| 著者別名 | ||||||||||
| 識別子Scheme | WEKO | |||||||||
| 識別子 | 48993 | |||||||||
| 姓名 | 前田, 裕 | |||||||||
| 概要 | ||||||||||
| 内容記述タイプ | Other | |||||||||
| 内容記述 | In artificial Spiking Neural Networks (SNNs) the information processing and transmission are carried out by spike trains in a manner similar to the generic biological neurons. Recently it has been reported that they are computationally more powerful than the conventional neural networks. In biological systems there are numerous examples of autonomously generated periodic activities. Several different periodic patterns are generated simultaneously in a living body. It is known that in biological systems there are specific neurons which generate such periodic patterns. This paper presents a method for synthesis of neural oscillators by spiking neural networks. We propose a learning method for synthesizing spiking neural networks which generate desired periodic spike trains with specified spike emission times. We also propose a method for making the periodic trajectory generated by the synthesized spiking neural oscillator asymptotically stable. | |||||||||
| 内容記述 | ||||||||||
| 内容記述タイプ | Other | |||||||||
| 内容記述 | This is a product of research which was financially supported in part by the Kansai University Fund for the Promotion and Enhancement of Education and Research, 2018, “Development of System Analysis and Design Methods Integrating Model and Data Premised on IOT Technology ”. | |||||||||
| 書誌情報 |
2021 International Joint Conference on Neural Networks (IJCNN) Proceedings |
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| 会議概要（会議名, 開催地, 会期, 主催者等） | ||||||||||
| 内容記述タイプ | Other | |||||||||
| 内容記述 | Date of Conference: 18-22 July 2021 Conference Location: Shenzhen, China |
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| 発表年月日 | ||||||||||
| 日付 | 2021-07-19 | |||||||||
| 日付タイプ | Created | |||||||||
| ISBN | ||||||||||
| 識別子タイプ | ISBN | |||||||||
| 関連識別子 | 9781665445979 | |||||||||
| DOI | ||||||||||
| 関連タイプ | isVersionOf | |||||||||
| 識別子タイプ | DOI | |||||||||
| 関連識別子 | 10.1109/IJCNN52387.2021.9534255 | |||||||||
| 権利 | ||||||||||
| 権利情報 | © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | |||||||||
| 著者版フラグ | ||||||||||
| 出版タイプ | AM | |||||||||
| 出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | neural oscillator | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | spiking neural network | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | synthesis method | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | stability | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | 関西大学 | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | Kansai University | |||||||||
| 出版者 | ||||||||||
| 出版者 | IEEE | |||||||||
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Cite as
Kuroe, Yasuaki, Miyoshi, Seiji, Hikawa, Hiroomi, Ito, Hidetaka, 本仲, 君子, 前田, 裕, n.d., A Synthesis Method of Spiking Neural Oscillators with Considering Asymptotic Stability: IEEE.
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