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GPU implementation of a deep learning network for image recognition tasks

Sean Patrick Parker
University of Iowa
University of Iowa, 2012

@article{parker2012gpu,

   title={GPU implementation of a deep learning network for image recognition tasks},

   author={Parker, Sean Patrick},

   year={2012},

   publisher={University of Iowa}

}

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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.
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