203 citations · 1.3k across the 57 of their papers we have counts for
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cs.ET2019★ 15 cited
Stochastic Magnetoelectric Neuron for Temporal Information Encoding
Kezhou Yang, Abhronil Sengupta
Emulating various facets of computing principles of the brain can potentially lead to the development of neuro-computers that are able to exhibit brain-like cognitive capabilities.…
cs.ET2019★ 41 cited
Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design
Akul Malhotra, Sen Lu, Kezhou Yang +1
Uncertainty plays a key role in real-time machine learning. As a significant shift from standard deep networks, which does not consider any uncertainty formulation during its train…
cs.ET2019★ 33 cited
All-Spin Bayesian Neural Networks
Kezhou Yang, Akul Malhotra, Sen Lu +1
Probabilistic machine learning enabled by the Bayesian formulation has recently gained significant attention in the domain of automated reasoning and decision-making. While impress…