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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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Publicat a:Front Neurosci
Autors principals: Knight, James C., Nowotny, Thomas
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2018
Matèries:
Accés en línia: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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