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.
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页码:330 / 337
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Abbott LF, 1997, SCIENCE, V275, P220, DOI 10.1126/science.275.5297.221
机构:
Univ Calif Los Angeles, Dept Neurobiol & Physiol, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Brain Res Inst, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Neurobiol & Physiol, Los Angeles, CA 90095 USA
Buonomano, Dean V.
Maass, Wolfgang
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Graz Univ Technol, Inst Theoret Comp Sci, A-8010 Graz, AustriaUniv Calif Los Angeles, Dept Neurobiol & Physiol, Los Angeles, CA 90095 USA
机构:
Univ Calif Los Angeles, Dept Neurobiol & Physiol, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Brain Res Inst, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Neurobiol & Physiol, Los Angeles, CA 90095 USA
Buonomano, Dean V.
Maass, Wolfgang
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h-index: 0
机构:
Graz Univ Technol, Inst Theoret Comp Sci, A-8010 Graz, AustriaUniv Calif Los Angeles, Dept Neurobiol & Physiol, Los Angeles, CA 90095 USA