Title :
A Survey of Neural Computation on Graphics Processing Hardware
Author :
Meuth, Ryan J. ; Wunsch, Donald C., II
Author_Institution :
Missouri-Rolla Univ., Rolla
Abstract :
Modern graphics processing units (GPU) are used for much more than simply 3D graphics applications. From machine vision to finite element analysis, CPU´s are being used in diverse applications, collectively called general purpose graphics processor utilization. This paper explores the capabilities and limitations of modern GPU´s and surveys the neural computation technologies that have been applied to these devices.
Keywords :
computer graphic equipment; computer graphics; computer vision; finite element analysis; 3D graphics application; finite element analysis; general purpose graphics processor utilization; graphics processing hardware; graphics processing unit; machine vision; neural computation technology; Application software; Computer graphics; Computer industry; Concurrent computing; Data structures; Finite element methods; Hardware; Intelligent control; Parallel processing; Pipelines;
Conference_Titel :
Intelligent Control, 2007. ISIC 2007. IEEE 22nd International Symposium on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-0440-7
Electronic_ISBN :
2158-9860
DOI :
10.1109/ISIC.2007.4450940
