論文 Reconfigurable artificial synapses with an organic antiambipolar transistor for brain-inspired computing

Ryoma Hayakawa SAMURAI ORCID (National Institute for Materials Science) ; Yuho Yamamoto ; Kosuke Yoshikawa (National Institute for Materials Science) ; Yoichi Yamada ; Yutaka Wakayama SAMURAI ORCID (National Institute for Materials Science)

コレクション

引用
Ryoma Hayakawa, Yuho Yamamoto, Kosuke Yoshikawa, Yoichi Yamada, Yutaka Wakayama. Reconfigurable artificial synapses with an organic antiambipolar transistor for brain-inspired computing. Journal of Materials Chemistry C. 2025, 13 (28), 14234-14241. https://doi.org/10.1039/d5tc01712b

説明:

(abstract)

Neuromorphic computing, a nonvon Neumann architecture, holds promise for low-power, high-efficiency data processing. Herein, we demonstrated reconfigurable artificial synapses using a floating-gate-type organic antiambipolar transistor (FG-OAAT) to mimic biological synapses. The FG-OAAT exhibited a Λ-shaped transfer curve with negative differential transconductance. A two-dimensional continuous Au film was used as the floating gate to induce a large peak voltage shift in the Λ-shaped transfer curve by controlling hole- and electron-trapping processes in the floating gate. This feature enabled reconfigurable synaptic operations. Long-term potentiation/depression, excitatory/inhibitory, and paired-pulse facilitation/depression functions were electrically reconfigured by tuning the charge conditions in the floating gate. These versatile synaptic operations were induced by a consistent presynaptic signal, with fixed polarity, applied voltage, and pulse width. These behaviors closely resembled those of biological synapses, highlighting the potential for a brain-like computing architecture that surpasses current von Neumann systems.

権利情報:

キーワード: Reconfigurable artificial synapses, Organic antiambipolar transistor, Floating gate, Negative differential transconductance

刊行年月日: 2025-06-11

出版者: Royal Society of Chemistry (RSC)

掲載誌:

  • Journal of Materials Chemistry C (ISSN: 20507526) vol. 13 issue. 28 p. 14234-14241

研究助成金:

  • National Institute for Materials Science
  • Ministry of Education, Culture, Sports, Science and Technology JPMXP1223NM5170
  • Ministry of Education, Culture, Sports, Science and Technology JPMXP1224NM5158
  • Japan Society for the Promotion of Science 19H00866
  • Japan Society for the Promotion of Science 23H00269
  • Japan Society for the Promotion of Science 24K01564
  • Japan Society for the Promotion of Science 22K18268

原稿種別: 出版者版 (Version of record)

MDR DOI:

公開URL: https://doi.org/10.1039/d5tc01712b

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更新時刻: 2025-10-21 15:50:09 +0900

MDRでの公開時刻: 2025-10-21 15:43:49 +0900

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