Basic characteristics of hardware neuron model based on CMOS negative resistance: Realization of post-inhibitory rebound firing and its application

Shin'ichiro Kanoh; Hideki Kumagai; Ryoko Futami; Nozomu Hoshimiya

doi:10.1109/ICONIP.1999.845659

Basic characteristics of hardware neuron model based on CMOS negative resistance: Realization of post-inhibitory rebound firing and its application

Shin'ichiro Kanoh, Hideki Kumagai, Ryoko Futami, Nozomu Hoshimiya

研究成果: Conference contribution

抄録

We introduced and evaluated the hardware neuron model with CMOS configuration which showed negative resistance characteristics. It was shown that this model had similar properties to those of the biological neuron, and that the post-inhibitory rebound firing (PIR firing) could be reproduced by this model. It was also found that the neural oscillator, consisting of a pair of neurons with inhibitory mutual connections, could be constructed by this hardware neuron model with the help of its PIR firing property. These results show the possibility of designing a new type of neuro-chip inspired by biological neural systems.

本文言語	English
ホスト出版物のタイトル	ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings
出版社	Institute of Electrical and Electronics Engineers Inc.
ページ	579-584
ページ数	6
ISBN（電子版）	0780358716, 9780780358713
DOI	https://doi.org/10.1109/ICONIP.1999.845659
出版ステータス	Published - 1999 1月 1
外部発表	はい
イベント	6th International Conference on Neural Information Processing, ICONIP 1999 - Perth, Australia 継続期間: 1999 11月 16 → 1999 11月 20

出版物シリーズ

名前	ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings
巻	2

Other

Other	6th International Conference on Neural Information Processing, ICONIP 1999
国/地域	Australia
City	Perth
Period	99/11/16 → 99/11/20

ASJC Scopus subject areas

人工知能
計算理論と計算数学
コンピュータネットワークおよび通信
統計学、確率および不確実性

文献へのアクセス

10.1109/ICONIP.1999.845659

他のファイルとリンク

フィンガープリント

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引用スタイル

Kanoh, S., Kumagai, H., Futami, R., & Hoshimiya, N. (1999). Basic characteristics of hardware neuron model based on CMOS negative resistance: Realization of post-inhibitory rebound firing and its application. In ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings (pp. 579-584). [845659] (ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings; Vol. 2). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICONIP.1999.845659

Basic characteristics of hardware neuron model based on CMOS negative resistance: Realization of post-inhibitory rebound firing and its application. / Kanoh, Shin'ichiro; Kumagai, Hideki; Futami, Ryoko その他.
ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., 1999. p. 579-584 845659 (ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings; Vol. 2).

研究成果: Conference contribution

Kanoh, S, Kumagai, H, Futami, R & Hoshimiya, N 1999, Basic characteristics of hardware neuron model based on CMOS negative resistance: Realization of post-inhibitory rebound firing and its application. in ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings., 845659, ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings, vol. 2, Institute of Electrical and Electronics Engineers Inc., pp. 579-584, 6th International Conference on Neural Information Processing, ICONIP 1999, Perth, Australia, 99/11/16. https://doi.org/10.1109/ICONIP.1999.845659

Kanoh S, Kumagai H, Futami R, Hoshimiya N. Basic characteristics of hardware neuron model based on CMOS negative resistance: Realization of post-inhibitory rebound firing and its application. In ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc. 1999. p. 579-584. 845659. (ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings). doi: 10.1109/ICONIP.1999.845659

Kanoh, Shin'ichiro ; Kumagai, Hideki ; Futami, Ryoko その他. / Basic characteristics of hardware neuron model based on CMOS negative resistance : Realization of post-inhibitory rebound firing and its application. ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., 1999. pp. 579-584 (ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings).

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