Backup of DeepLearning (No. 12)

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• 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
• かんたん！制限付きボルツマンマシン　コントラスティブ・ダイバージェンス（Contrastive Divergence）法[Deep Learningシリーズ]
• 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

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)