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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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Bibliografske podrobnosti
izdano v:Front Neurosci
Main Authors: Knight, James C., Nowotny, Thomas
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2018
Teme:
Online dostop: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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