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GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical Model

While neuromorphic systems may be the ultimate platform for deploying spiking neural networks (SNNs), their distributed nature and optimization for specific types of models makes them unwieldy tools for developing them. Instead, SNN models tend to be developed and simulated on computers or clusters...

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Bibliografiske detaljer
Udgivet i:Front Neurosci
Main Authors: Knight, James C., Nowotny, Thomas
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6299048/
https://ncbi.nlm.nih.gov/pubmed/30618570
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00941
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