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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

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.

Original language	English
Title of host publication	ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	579-584
Number of pages	6
ISBN (Electronic)	0780358716, 9780780358713
DOIs	https://doi.org/10.1109/ICONIP.1999.845659
Publication status	Published - 1999 Jan 1
Externally published	Yes
Event	6th International Conference on Neural Information Processing, ICONIP 1999 - Perth, Australia Duration: 1999 Nov 16 → 1999 Nov 20

Publication series

Name	ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings
Volume	2

Other

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

ASJC Scopus subject areas

Artificial Intelligence
Computational Theory and Mathematics
Computer Networks and Communications
Statistics, Probability and Uncertainty

Access to Document

10.1109/ICONIP.1999.845659

Cite this

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 et al.

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).

Research output: Chapter in Book/Report/Conference proceeding › 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 et al. / 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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abstract = "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.",

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

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