Nonvolatile Spintronic Memory Cells for Neural Networks

Nonvolatile Spintronic Memory Cells for Neural Networks

A new spintronic nonvolatile memory cell analogous to 1T DRAM with non-destructive READ is proposed. The cells can be used as neural computing units. A dual-circuit neural network architecture is proposed to leverage these devices against the complex operations involved in convolutional networks. Si...

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Bibliographic Details
Main Authors: Andrew W. Stephan, Qiuwen Lou, Michael T. Niemier, Xiaobo Sharon Hu, Steven J. Koester
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Journal on Exploratory Solid-State Computational Devices and Circuits
Subjects:
Cellular neural network (CeNN)
CMOS
convolutional neural network (CoNN)
magnetoelectric
MNIST
nonvolatile memory
Online Access:https://ieeexplore.ieee.org/document/8786867/

Internet

https://ieeexplore.ieee.org/document/8786867/

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