Simulating spiking neural networks on GPU

Romain Brett
Laboratoire Psychologie de la Perception, CNRS and Universite Paris Descartes, Paris, France
CNRS and Universite Paris Descartes, 2012


   title={Simulating spiking neural networks on GPU},

   author={Brette, R. and Goodman, D.F.M.},



Modern graphics cards contain hundreds of cores that can be programmed for intensive calculations. They are beginning to be used for spiking neural network simulations. The goal is to make parallel simulation of spiking neural networks available to a large audience, without the requirements of a cluster. We review the ongoing efforts towards this goal, and we outline the main difficulties.
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