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Gaussian synapses for probabilistic neural networks

Authors :
Amritanand Sebastian
Andrew Pannone
Shiva Subbulakshmi Radhakrishnan
Saptarshi Das
Source :
Nature Communications, Vol 10, Iss 1, Pp 1-11 (2019)
Publication Year :
2019
Publisher :
Nature Portfolio, 2019.

Abstract

Designing large-scale hardware implementation of Probabilistic Neural Network for energy efficient neuromorphic computing systems remains a challenge. Here, the authors propose an hardware design based on MoS2/BP heterostructures as reconfigurable Gaussian synapses enabling EEG patterns recognition.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
10
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.20e8a07db343ebacc0a4a6dcfc367e
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-019-12035-6