Optimized Simulation Framework for Spiking Neural Networks using GPU's

Optimized Simulation Framework for Spiking Neural Networks using GPU's

This paper presents a hardware accelerated model of a spiking neural network implemented in CUDA C. It does a short description of the mathematical model for the neural network and presents the implementation on the GPU. Additionally, it presents three methods of further accelerating the model by...

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Bibliographic Details
Main Authors: MIRSU, R., MICUT, S., CALEANU, C., MIRSU, D. B.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2012-05-01
Series:Advances in Electrical and Computer Engineering
Subjects:
artificial intelligence
biological neural networks
GPU computing
parallel processing
spiking neural networks
Online Access:http://dx.doi.org/10.4316/AECE.2012.02011

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