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Toward a generalized Bienenstock-Cooper-Munro rule for spatiotemporal learning via triplet-STDP in memristive devices

Authors :
Zhongqiang Wang
Tao Zeng
Yanyun Ren
Ya Lin
Haiyang Xu
Xiaoning Zhao
Yichun Liu
Daniele Ielmini
Source :
Nature Communications, Vol 11, Iss 1, Pp 1-10 (2020)
Publication Year :
2020
Publisher :
Nature Portfolio, 2020.

Abstract

Designing reliable and energy efficient neuromorphic computing systems for spatiotemporal coding remains a challenge. Here, the authors demonstrate a type of spike-rate-dependent plasticity based on a triplet learning scheme in a WO3−x-based second-order memristor network for spatiotemporal patterns.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
11
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.34d26fa546a14f63a7dcc7005ef6316b
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-020-15158-3