GPU-enabled back-propagation artificial neural network for digit recognition in parallel

@article{Brito2016GPUenabledBA,
  title={GPU-enabled back-propagation artificial neural network for digit recognition in parallel},
  author={Ricardo Brito and Simon Fong and Kyungeun Cho and Wei Song and Raymond K. Wong and Sabah Mohammed and Jinan Fiaidhi},
  journal={The Journal of Supercomputing},
  year={2016},
  volume={72},
  pages={3868-3886}
}
In this paper, we show that the GPU (graphics processing unit) can be used not only for processing graphics, but also for high speed computing. We provide a comparison between the times taken on the CPU and GPU to perform the training and testing of a back-propagation artificial neural network. We implemented two neural networks for recognizing handwritten digits; one consists of serial code executed on the CPU, while the other is a GPU-based version of the same system which executes in… CONTINUE READING
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