Gold nanogap-based artificial synapses
The basic building blocks for brain-inspired computing are neurons and their inter-cellular connections, called synapses. In this paper, we report artificial synapses composed of simple gold (Au) nanogaps that function using an electromigration-based method called "activation." In the acti...
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Published in: | Japanese Journal of Applied Physics Vol. 59; no. 5; pp. 50601 - 50606 |
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Main Authors: | , , , , , , |
Format: | Journal Article |
Language: | English |
Published: |
Tokyo
IOP Publishing
01-05-2020
Japanese Journal of Applied Physics |
Subjects: | |
Online Access: | Get full text |
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Summary: | The basic building blocks for brain-inspired computing are neurons and their inter-cellular connections, called synapses. In this paper, we report artificial synapses composed of simple gold (Au) nanogaps that function using an electromigration-based method called "activation." In the activation technique, metal-atom transport is induced by a field emission current, resulting in a change in gap separation. Synaptic functionalities, including long-term potentiation, long-term depression, and spike-timing-dependent plasticity, were successfully implemented in the electromigrated Au nanogaps using activation. Furthermore, the integration of four artificial synapses in a 2 × 2 array and image memorization were achieved with the Au nanogap-based artificial synapses. These results illustrate that electromigrated Au nanogaps hold promise as synaptic devices for bio-inspired computational systems. |
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Bibliography: | JJAP-102133.R3 |
ISSN: | 0021-4922 1347-4065 |
DOI: | 10.35848/1347-4065/ab8168 |