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- review-articleAugust 2019
A survey of spintronic architectures for processing-in-memory and neural networks
Journal of Systems Architecture: the EUROMICRO Journal (JOSA), Volume 97, Issue CPages 349–372https://doi.org/10.1016/j.sysarc.2018.11.005AbstractThe rising overheads of data-movement and limitations of general-purpose processing architectures have led to a huge surge in the interest in “processing-in-memory” (PIM) approach and “neural networks” (NN) architectures. Spintronic ...
- research-articleJuly 2018
Spin Orbit Torque Device based Stochastic Multi-bit Synapses for On-chip STDP Learning
ISLPED '18: Proceedings of the International Symposium on Low Power Electronics and DesignArticle No.: 21, Pages 1–6https://doi.org/10.1145/3218603.3218654As a large number of neurons and synapses are needed in spike neural network (SNN) design, emerging devices have been employed to implement synapses and neurons. In this paper, we present a stochastic multi-bit spin orbit torque (SOT) memory based ...