On Vectorization of Deep Convolutional Neural Networks for Vision Tasks

@inproceedings{Ren2015OnVO,
  title={On Vectorization of Deep Convolutional Neural Networks for Vision Tasks},
  author={Jimmy S. J. Ren and Li Xu},
  booktitle={AAAI},
  year={2015}
}
We recently have witnessed many ground-breaking results in machine learning and computer vision, generated by using deep convolutional neural networks (CNN). While the success mainly stems from the large volume of training data and the deep network architectures, the vector processing hardware (e.g. GPU) undisputedly plays a vital role in modern CNN implementations to support massive computation. Though much attention was paid in the extent literature to understand the algorithmic side of deep… CONTINUE READING
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