TITLE:Deep Learning (深層学習) - 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 - [http://memeplex.blog.shinobi.jp/%E4%BA%BA%E5%B7%A5%E7%94%9F%E5%91%BD%E3%83%BB%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD/%E3%81%8B%E3%82%93%E3%81%9F%E3%82%93%EF%BC%81%E5%88%B6%E9%99%90%E4%BB%98%E3%81%8D%E3%83%9C%E3%83%AB%E3%83%84%E3%83%9E%E3%83%B3%E3%83%9E%E3%82%B7%E3%83%B3%E3%80%80%E3%82%B3%E3%83%B3%E3%83%88%E3%83%A9%E3%82%B9%E3%83%86%E3%82%A3%E3%83%96 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]]) - [http://tkysktmt.hatenablog.com/entry/2015/06/13/Microsoft%E3%81%8CFPGA%E3%81%A7DeepLearning%E3%81%97%E3%81%A6%E3%81%9F MicrosoftがFPGAでDeepLearningしてた] * ツール [#tool] ** python [#python] - [[Theano]] - [[Caffe]] - [[Chainer]] * 論文 [#bibliography] - 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>CurriculumLearning]] * 関連 [#rel] - 機械学習 ([[MachineLearning]]) - アルゴリズム ([[Algorithm]]) |