Fast Simulations of Highly-Connected Spiking Cortical Models Using GPUs

Fast Simulations of Highly-Connected Spiking Cortical Models Using GPUs

Over the past decade there has been a growing interest in the development of parallel hardware systems for simulating large-scale networks of spiking neurons. Compared to other highly-parallel systems, GPU-accelerated solutions have the advantage of a relatively low cost and a great versatility, tha...

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Bibliographic Details
Main Authors: Bruno Golosio, Gianmarco Tiddia, Chiara De Luca, Elena Pastorelli, Francesco Simula, Pier Stanislao Paolucci
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Computational Neuroscience
Subjects:
spiking neural network simulator
cortical microcircuits
adaptive exponential integrate-and-fire neuron model
conductance-based synapses
GPU
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2021.627620/full

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https://www.frontiersin.org/articles/10.3389/fncom.2021.627620/full

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