An Organic Nanoparticle Transistor Behaving as a Biological Spiking Synapse

被引:301
作者
Alibart, Fabien [1 ]
Pleutin, Stephane [1 ]
Guerin, David [1 ]
Novembre, Christophe [2 ]
Lenfant, Stephane [1 ]
Lmimouni, Kamal [1 ]
Gamrat, Christian [2 ]
Vuillaume, Dominique [1 ]
机构
[1] Univ Lille, Mol Narostruct & Devices Grp, IEMN, CNRS, F-59652 Villeneuve Dascq, France
[2] CEA, LIST LCE Adv Comp Technol & Architectures, F-91191 Gif Sur Yvette, France
关键词
SELF-ASSEMBLED MONOLAYERS; THIN-FILM TRANSISTORS; QUANTITATIVE DESCRIPTION; NEURAL-NETWORKS; POLYMER; DEPRESSION; CHEMISTRY; MOBILITY; RELEASE; DEVICES;
D O I
10.1002/adfm.200901335
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Molecule-based devices are envisioned to complement silicon devices by providing new functions or by implementing existing functions at a simpler process level and lower cost, by virtue of their self-organization capabilities. Moreover, they are not bound to von Neuman architecture and this feature may open the way to other architectural paradigms. Neuromorphic electronics is one of them. Here, a device made of molecules and nanoparticles-a nanoparticle organic memory field-effect transistor (NOMFET)-that exhibits the main behavior of a biological spiking synapse is demonstrated. Facilitating and depressing synaptic behaviors can be reproduced by the NOMFET and can be programmed. The synaptic plasticity for real-time computing is evidenced and described by a simple model. These results open the way to rate-coding utilization of the NOMFET in dynamical neuromorphic computing circuits.
引用
收藏
页码:330 / 337
页数:8
相关论文
共 36 条
  • [1] Abbott LF, 1997, SCIENCE, V275, P220, DOI 10.1126/science.275.5297.221
  • [2] Two-Terminal Carbon Nanotube Programmable Devices for Adaptive Architectures
    Agnus, Guillaume
    Zhao, Weisheng
    Derycke, Vincent
    Filoramo, Arianna
    Lhuillier, Yves
    Lenfant, Stephane
    Vuillaume, Dominique
    Gamrat, Christian
    Bourgoin, Jean-Philippe
    [J]. ADVANCED MATERIALS, 2010, 22 (06) : 702 - +
  • [3] A tunnel current in self-assembled monolayers of 3-mercaptopropyltrimethoxysilane
    Aswal, DK
    Lenfant, S
    Guerin, D
    Yakhmi, JV
    Vuillaume, D
    [J]. SMALL, 2005, 1 (07) : 725 - 729
  • [4] CAN PROGRAMMING BE LIBERATED FROM VON NEUMANN STYLE - FUNCTIONAL STYLE AND ITS ALGEBRA OF PROGRAMS
    BACKUS, J
    [J]. COMMUNICATIONS OF THE ACM, 1978, 21 (08) : 613 - 641
  • [5] BICHLER O, UNPUB
  • [6] Modeling short-term synaptic depression in silicon
    Boegerhausen, M
    Suter, P
    Liu, SC
    [J]. NEURAL COMPUTATION, 2003, 15 (02) : 331 - 348
  • [7] Optoelectronic switch and memory devices based on polymer-functionalized carbon nanotube transistors
    Borghetti, Julien
    Derycke, Vincent
    Lenfant, Stephane
    Chenevier, Pascale
    Filoramo, Arianna
    Goffman, Marcelo
    Vuillaume, Dominique
    Bourgoin, Jean-Philippe
    [J]. ADVANCED MATERIALS, 2006, 18 (19) : 2535 - +
  • [8] A hybrid nanomemristor/transistor logic circuit capable of self-programming
    Borghetti, Julien
    Li, Zhiyong
    Straznicky, Joseph
    Li, Xuema
    Ohlberg, Douglas A. A.
    Wu, Wei
    Stewart, Duncan R.
    Williams, R. Stanley
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (06) : 1699 - 1703
  • [9] State-dependent computations: spatiotemporal processing in cortical networks
    Buonomano, Dean V.
    Maass, Wolfgang
    [J]. NATURE REVIEWS NEUROSCIENCE, 2009, 10 (02) : 113 - 125
  • [10] Printable ion-gel gate dielectrics for low-voltage polymer thin-film transistors on plastic
    Cho, Jeong Ho
    Lee, Jiyoul
    Xia, Yu
    Kim, Bongsoo
    He, Yiyong
    Renn, Michael J.
    Lodge, Timothy P.
    Frisbie, C. Daniel
    [J]. NATURE MATERIALS, 2008, 7 (11) : 900 - 906