Enhancing Robustness of Memristor Crossbar‐Based Spiking Neural Networks against Nonidealities: A Hybrid Approach for Neuromorphic Computing in Noisy Environments

Memristor crossbar‐based spiking neural networks (SNNs) face challenges caused by nonidealities associated with their hardware‐based neurons and synapses. The key nonidealities include electric‐field noise, conductance noise, and conductance drift. This study investigates the robustness of fully con...

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Váldodahkkit:	Yafeng Zhang, Hao Sun, Mande Xie, Zhe Feng, Zuheng Wu
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Wiley 2023-11-01
Ráidu:	Advanced Intelligent Systems
Fáttát:	hybrid residual spiking neural network memristor crossbar neuromorphic computing nonideality
Liŋkkat:	https://doi.org/10.1002/aisy.202300411
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