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- research-articleNovember 2024
Performance Evaluation of Spintronic-Based Spiking Neural Networks using Parallel Discrete-Event Simulation
ACM Transactions on Modeling and Computer Simulation (TOMACS), Volume 35, Issue 1Article No.: 4, Pages 1–30https://doi.org/10.1145/3649464Spintronic devices that use the spin of electrons as the information state variable have the potential to emulate neuro-synaptic dynamics and can be realized within a compact form-factor, while operating at ultra-low energy-delay point. In this paper, we ...
Evaluating Performance of Spintronics-Based Spiking Neural Network Chips using Parallel Discrete Event Simulation
SIGSIM-PADS '22: Proceedings of the 2022 ACM SIGSIM Conference on Principles of Advanced Discrete SimulationPages 69–80https://doi.org/10.1145/3518997.3531025It has long been said that neuromorphic computing will yield enormous energy improvements on machine learning based computations and will be part of the next computing revolution. Yet, how likely is it that these goals are met once hardware-level ...