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A study of ultra-low power devices with learning function using reduced graphene oxide

Research Project

Project/Area Number 18K04275
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 21060:Electron device and electronic equipment-related
Research InstitutionJapan Aerospace EXploration Agency

Principal Investigator

Ohata Akiko  国立研究開発法人宇宙航空研究開発機構, 宇宙科学研究所, 特任准教授 (00301747)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2019: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2018: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords酸化グラフェン / アナログメモリー / 学習機能 / 超消費電力 / グラフェン / メモリー / アナログメモリ / 人工知能用デバイス / RRAM / メモリ / IOT
Outline of Final Research Achievements

Memory Devices with low power consumption and learning functions are necessary for AI. Therefore,research on resistance random memory is paid attention. However, power consumption is a serious problem. In this study, we aim to realize a resistance type memory using laser reduction of graphene oxide(GO), which can reduce power consumption and can be easily produced.
As a result, the modulation of resistance and the appearance of the memory effect were confirmed by laser reduction of GO, and the reproduction between elements was also confirmed. The partial reduction area is important for this memory effect. In the physical property evaluation, the reduction of GO was confirmed by FTIR and Raman spectroscopy. To investigate the memory mechanism further, the electrical characteristics were evaluated by changing the location in the sample with probes. Although future evaluation is required, it was found that the memory effect differs between the non-reduced and partially reduced regions.

Academic Significance and Societal Importance of the Research Achievements

本研究では、IOTや人工知能と言った今後さらに重要な領域で必要となる半導体デバイスの開発に関するものである。特に、簡易作製が可能で低消費電力となる抵抗型メモリーの開発が求められているが、本研究では酸化グラフェンをレーザーで還元するという方法で、任意の場所に容易に抵抗型メモリーが作製できる事を示したものである。

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (7 results)

All 2020 2019 Other

All Int'l Joint Research (2 results) Journal Article (4 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 4 results,  Open Access: 2 results) Presentation (1 results) (of which Int'l Joint Research: 1 results)

  • [Int'l Joint Research] Granada University(スペイン)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] Granada University(スペイン)

    • Related Report
      2018 Research-status Report
  • [Journal Article] Resistive Switching in Graphene Oxide2020

    • Author(s)
      Romero Francisco J.、Toral Alejando、Medina-Rull Alberto、Moraila-Martinez Carmen Lucia、Morales Diego P.、Ohata Akiko、Godoy Andres、Ruiz Francisco G.、Rodriguez Noel
    • Journal Title

      Frontiers in Materials

      Volume: 7 Pages: 1-5

    • DOI

      10.3389/fmats.2020.00017

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Laser-Fabricated Reduced Graphene Oxide Memristors2019

    • Author(s)
      Romero、Toral-Lopez、Ohata、Morales、Ruiz、Godoy、Rodriguez
    • Journal Title

      Nanomaterials

      Volume: 9 Issue: 6 Pages: 897-897

    • DOI

      10.3390/nano9060897

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Design, fabrication and characterization of capacitive humidity sensors based on emerging flexible technologies2019

    • Author(s)
      Romero Francisco J.、Rivadeneyra Almudena、Salinas-Castillo Alfonso、Ohata Akiko、Morales Diego P.、Becherer Markus、Rodriguez Noel
    • Journal Title

      Sensors and Actuators B: Chemical

      Volume: 287 Pages: 459-467

    • DOI

      10.1016/j.snb.2019.02.043

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Memcapacitor emulator based on the Miller effect2019

    • Author(s)
      Romero Francisco J.、Morales Diego P.、Godoy Andres、Ruiz Francisco G.、Tienda‐Luna Isabel M.、Ohata Akiko、Rodriguez Noel
    • Journal Title

      International Journal of Circuit Theory and Applications

      Volume: 47 Issue: 4 Pages: 572-579

    • DOI

      10.1002/cta.2604

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Impact of partial reduction on electrical properties in Graphene Oxide films2020

    • Author(s)
      A. Ohata, Francisco J Romero, Noel Rodriguez
    • Organizer
      MRS 2020 Nov.28, (2020).
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research

URL: 

Published: 2018-04-23   Modified: 2023-03-23  

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