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OACM: Optimistic Asynchronous Communication Model for Large-Scale SNN Simulation

Feng, Guangnan et al.
arXiv (All) · Papers
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and-cluster-computingdistributedparallel
Spiking Neural Network (SNN) simulation serves as a crucial tool for understanding brain dynamics and advancing neuromorphic computing, but faces significant scalability challenges in large-scale distributed implementations. The primary bottlenecks arise from frequent synchronization overhead in tim
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