597 citations · 4.3k across the 121 of their papers we have counts for
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STT-SNN: A Spin-Transfer-Torque Based Soft-Limiting Non-Linear Neuron for Low-Power Artificial Neural Networks
Deliang Fan, Yong Shim, Anand Raghunathan +1
Recent years have witnessed growing interest in the use of Artificial Neural Networks (ANNs) for vision, classification, and inference problems. An artificial neuron sums N weighte…
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…
Exploring Spin-Transfer-Torque Devices for Logic Applications
Zoha Pajouhi, Swagath Venkataramani, Karthik Yogendra +2
As CMOS nears the end of the projected scaling roadmap, significant effort has been devoted to the search for new materials and devices that can realize memory and logic. Spintroni…
Laser Induced Magnetization Reversal for Detection in Optical Interconnects
Zubair Al Azim, Xuanyao Fong, Thomas Ostler +2
Optical interconnect has emerged as the front-runner to replace electrical interconnect especially for off-chip communication. However, a major drawback with optical interconnects…
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…