Energy Efficient Spin-Based Implementation of Neuromorphic Functions in CNNs

Convolutional neural networks (CNNs) offer potentially a better accuracy alternative for conventional deep learning tasks. The hardware implementation of CNN functionalities with conventional CMOS based devices still lags in area and energy efficiency. This has necessitated the investigations of unc...

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Bibliographic Details

Published in:	IEEE Open Journal of Nanotechnology
Main Authors:	Sandeep Soni, Gaurav Verma, Hemkant Nehete, Brajesh Kumar Kaushik
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Convolutional neural network (CNN) spintronics spin-orbit torque (SOT) multiply-accumulate (MAC) magnetic tunnel junction (MTJ)
Online Access:	https://ieeexplore.ieee.org/document/10081384/