Spintronics-Based Neuromorphic and Ising Computing
Published in 2024 8th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), 2024
Abstract: Here, we discuss possible implementations of neuromorphic computing through a crossbar array of spintronic domain-wall synapse devices and of Ising computing through coupled spintronic oscillators. In the first part of the paper, we show recent experimental data on domain-wall synapse, and then discuss through system-level simulations how the characterization of synaptic non-idealities based on this data leads to performance prediction for crossbar arrays made of these synapses. In the second part of the paper, we use device-level and system-level simulations to show how coupled spintronic oscillators can be used for Ising computing.
Recommended citation: Debanjan Bhowmik, Ram Singh Yadav, Neha Garg, Amod Holla, Pranaba K Muduli
2024 8th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), Bangalore, India 2024 pp. 1-3
DOI: 10.1109/EDTM58488.2024.10511458