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A Survey of Neural Computation on Graphics Processing Hardware

Ryan J. Meuth, Donald C. Wunsch II
University of Missouri-Rolla, Dept. of Electrical & Computer Engineering, 1870 Miner Circle, Rolla, MO, 65401
IEEE 22nd International Symposium on Intelligent Control, 2007. ISIC 2007

@inproceedings{meuth2007survey,

   title={A survey of neural computation on graphics processing hardware},

   author={Meuth, R.J. and Wunsch, DC},

   booktitle={Intelligent Control, 2007. ISIC 2007. IEEE 22nd International Symposium on},

   pages={524–527},

   year={2007},

   organization={IEEE}

}

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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.
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