Acceleration of IA algorithms using GPUs

Antonio Seoane and Alberto Jaspe-Villanueva

Encyclopedia of Artificial Intelligence
Eds. J.Rabuñal, J.Dorado and A.Pazos. IGI Global

Paper PDF DOI

@InCollection{Seoane:2009:AIA,
 title={Acceleration of IA algorithms using GPUs},
 author={Antonio Seoane and Alberto Jaspe-Villanueva},
 booktitle={Encyclopedia of Artificial Intelligence},
 editor={Juan R. {Rabu{\~n}al Dopico} and Julian Dorado and Alejandro Pazos},
 pages={873--878},
 year={2009},
 publisher={IGI Global},
 doi={10.4018/978-1-59904-849-9.ch129},
 url={https://www.igi-global.com/chapter/algorithm-acceleration-using-gpus/10346},
 }

Abstract

Graphics Processing Units (GPUs) have been evolving very fast, turning into high performance programmable processors. Though GPUs have been designed to compute graphics algorithms, their power and flexibility makes them a very attractive platform for generalpurpose computing. In the last years they have been used to accelerate calculations in physics, computer vision, artificial intelligence, database operations, etc. (Owens, 2007). In this paper an approach to general purpose computing with GPUs is made, followed by a description of artificial intelligence algorithms based on Artificial Neural Networks (ANN) and Evolutionary Computation (EC) accelerated using GPU.