Efficient Encoding Using Deep Neural Networks

  • Chaitanya Ryali, Gautam Nallamala, William Fedus, Yashodhara Prabhuzantye
  • Published 2015


Deep neural networks have been used to efficiently encode high-dimensional data into low-dimensional representations. In this report, we attempt to reproduce the results of Hinton and Salakhutdinov [?]. We use Restricted Boltzmann machines to pre-train, and standard backpropagation to fine-tune a deep neural network to show that such a network can… (More)


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Cite this paper

@inproceedings{Ryali2015EfficientEU, title={Efficient Encoding Using Deep Neural Networks}, author={Chaitanya Ryali and Gautam Nallamala and William Fedus and Yashodhara Prabhuzantye}, year={2015} }