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
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