Title :
Parallel simulation of stochastic denritic neurons using NVidia GPUs with CUDA C
Author :
Karol Gugala;Aleksandra Figas;Agata Jurkowlaniec;Andrzej Rybarczyk
Author_Institution :
Poznań
fDate :
6/1/2011 12:00:00 AM
Abstract :
The purpose of this work was to implement fast simulator of stochastic dendritic neurons based on Hodgkin - Huxley model. In order to achieve satisfactory simulation speed we used parallel computing based on NVidia GPU. We present simulation algorithm written in CUDA C and results for simple dendritic neuron network in tree-like structure.
Keywords :
"Graphics processing unit","Computational modeling","Mathematical model","Instruction sets","Neurons","Stochastic processes","Biological system modeling"
Conference_Titel :
Mixed Design of Integrated Circuits and Systems (MIXDES), 2011 Proceedings of the 18th International Conference
Print_ISBN :
978-1-4577-0304-1
