Date of Degree
2012
Document Type
thesis
Degree Name
MS (Master of Science)
Department
Electrical and Computer Engineering
First Advisor
Tom Schnell
Abstract
Image recognition and classification is one of the primary challenges of the machine learning community. Recent advances in learning systems, coupled with hardware developments have enabled general object recognition systems to be learned on home computers with graphics processing units. Presented is a Deep Belief Network engineered using NVIDIA's CUDA programming language for general object recognition tasks.
Pages
vii, 170
Bibliography
61-62
Copyright
Copyright 2012 Sean Parker
Recommended Citation
Parker, Sean Patrick. "GPU implementation of a deep learning network for image recognition tasks." thesis, University of Iowa, 2012.
http://ir.uiowa.edu/etd/3510.