48 citations · 240 across the 20 of their papers we have counts for
3 papers · 1 filter
A mixed signal architecture for convolutional neural networks
Qiuwen Lou, Chenyun Pan, John McGuiness +4
Deep neural network (DNN) accelerators with improved energy and delay are desirable for meeting the requirements of hardware targeted for IoT and edge computing systems. Convolutio…
Hybrid Piezoelectric-Magnetic Neurons: A Proposal for Energy-Efficient Machine Learning
William Scott, Jonathan Jeffrey, Blake Heard +5
This paper proposes a spintronic neuron structure composed of a heterostructure of magnets and a piezoelectric with a magnetic tunnel junction (MTJ). The operation of the device is…
Skyrmion nucleation via localized spin current injection in confined nanowire geometry in low chirality magnetic materials
Sourav Dutta, Dmitri E. Nikonov, George Bourianoff +3
Magnetic skyrmions have been the focus of intense research with promising applications in memory, logic and interconnect technology. Several schemes have been recently proposed and…