Backup of DeepLearning (No. 14)

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• Deep learning
  • http://www.slideshare.net/kazoo04/deep-learning-15097274
• 一般向けのDeep Learning
  • http://www.slideshare.net/pfi/deep-learning-22350063

• Deep Learning技術の今
  • http://www.slideshare.net/beam2d/deep-learning20140130
• Deep learning実装の基礎と実践
  • http://www.slideshare.net/beam2d/deep-learningimplementation
• 自然言語処理のためのDeep Learning
  • http://www.slideshare.net/yutakikuchi927/deep-learning-26647407

• RBM (制約付きボルツマンマシン（Restricted Boltzmann Machine）
• DBN (Deep Belief Nets)
• Convolutional Neural Networks (CNN)

• MicrosoftがFPGAでDeepLearningしてた

• Googleの猫認識 (Deep Learning)
  • http://d.hatena.ne.jp/Zellij/20130608/p1

ツール

python

• Theano
• Caffe
• Chainer

論文

• LIST OF 75 MOST POPULAR DEEP LEARNING PAPERS IN THE BIBLIOGRAPHY
  • http://memkite.com/blog/2014/10/24/the-75-most-popular-deep-learning-papers-in-the-bibliography/
• Accelerating Deep Convolutional Neural Networks Using Specialized Hardware
  • http://research.microsoft.com/pubs/240715/CNN%20Whitepaper.pdf
• SRCNN
• Curriculum Learning

深層学習

• 「深層学習」第６章 畳込みニューラルネット
  • http://www.slideshare.net/matsukenbook/ss-50545587

関連

• 機械学習 (MachineLearning)
• アルゴリズム (Algorithm)