203 citations · 1.3k across the 57 of their papers we have counts for
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Spin-Orbit Torque Induced Spike-Timing Dependent Plasticity
Abhronil Sengupta, Zubair Al Azim, Xuanyao Fong +1
Nanoelectronic devices that mimic the functionality of synapses are a crucial requirement for performing cortical simulations of the brain. In this work we propose a ferromagnet-he…
Spin Orbit Torque Based Electronic Neuron
Abhronil Sengupta, Sri Harsha Choday, Yusung Kim +1
A device based on current-induced spin-orbit torque (SOT) that functions as an electronic neuron is proposed in this work. The SOT device implements an artificial neuron's threshol…
Hierarchical Temporal Memory Based on Spin-Neurons and Resistive Memory for Energy-Efficient Brain-Inspired Computing
Deliang Fan, Mrigank Sharad, Abhronil Sengupta +1
Hierarchical temporal memory (HTM) tries to mimic the computing in cerebral-neocortex. It identifies spatial and temporal patterns in the input for making inferences. This may requ…