Backup diff of DeepLearning(No. 21)

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TITLE:Deep Learning (深層学習)

- 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]])
- Deep Learning の前に 知っておいたほうがいいこと
--  http://www.slideshare.net/muddydixon/neural-network-introduction-yapc-asia-tokyo
---  [[SOM]] - [[DNN]]


* ツール [#tool]


- [[TensorFlow]]


** python [#python]

- [[Theano]]
- [[Caffe]]
- [[Chainer]]


* サービス [#service]] [#i2e82c0f]

- [[Labellio]]

* FPGA [#fpga]

- [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]

* 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]]

* 応用例 [#application]

- Googleの猫認識 (Deep Learning)
--  http://d.hatena.ne.jp/Zellij/20130608/p1
- ディープラーニングで○○したよまとめ
--  http://konnnnnok.hatenablog.com/entry/2015/11/24/204008

* その他 [#h5b874db]
-「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
- ディープラーニングのサマースクールで学んだ26のこと
--  http://postd.cc/26-things-i-learned-in-the-deep-learning-summer-school/
* 関連 [#rel]

- 機械学習 ([[MachineLearning]])
- アルゴリズム ([[Algorithm]])
Backup diff of DeepLearning (No. 21)
