「工学」カテゴリーアーカイブ

ジェフリー・ヒントンの深層学習のセミナー　2012年サマースクール

Graduate Summer School 2012: Deep Learning, Feature Learning
“Part 2: Using Backpropagation for Fine-Tuning a Generative Model to be Better at Discrimination”
Geoffrey Hinton, University of Toronto
Institute for Pure and Applied Mathematics, UCLA July 9, 2012

References

  1. Hinton and Salakhutdinov 2006. Reducing the Dimensionality of Data with Neural Networks. Science (PDF link)
  2. Mohamed, Dahl, Hinton. 2009. Deep Belief Networks for phone recognition. NIPS Workshop on Deep Learning for Speech Recognition and Related Applications, Whistler, BC, Canada, December 2009. (PDF link)