Vacuum and Surface Science
Online ISSN : 2433-5843
Print ISSN : 2433-5835
Special Feature : Transactions of the Annual Meeting on the Japan Society of Vacuum and Surface Science 2018[I]
Towards Physical Biomimetic and Neuromorphic Device Consisting of Nanomaterial
Megumi AKAI-KASAYA
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2019 Volume 62 Issue 6 Pages 356-362

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Abstract

Bio-inspired and neuromorphic system now attracts great attention due to its high capacity for optimization and energy frugality in problem-solving. Use of physical noise fluctuations and spontaneous spiking signal are considered to be significant advantages in signal sensing and informational processing. We investigated a noise generation from single molecule adsorbed on a carbon nanotube (CNT), where a unique state fluctuation of molecule is origin of the noise. By using the molecule as a noise generator in CNT based nano-electronic device, we demonstrated a stochastic resonance device that detects small subthreshold signals. Furthermore, generation of spontaneous spikes similar to nerve impulses from a random CNT/molecule network were found. We propose an abstract molecular network model that yields results in good agreement with the experimental spike generation. These results indicate the possibility that complex functional networks can be constructed using molecular devices, and contribute to the development of neuromorphic devices.

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この記事はクリエイティブ・コモンズ [表示 - 非営利 4.0 国際]ライセンスの下に提供されています。
https://creativecommons.org/licenses/by-nc/4.0/deed.ja
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