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Dynamic parallelism for synaptic updating in GPU-accelerated spiking neural network simulations

Graphical processing units (GPUs) can significantly accelerate spiking neural network (SNN) simulations by exploiting parallelism for independent computations. Both the changes in membrane potential at each time-step, and checking for spiking threshold crossings for each neuron, can be calculated in...

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Detalhes bibliográficos
Publicado no:Neurocomputing
Main Authors: Kasap, Bahadir, van Opstal, A. John
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6147227/
https://ncbi.nlm.nih.gov/pubmed/30245550
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neucom.2018.04.007
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