hello deeplearningï¼

Download Hello deeplearningï¼

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今流行のDeep Learningとは何か? を、全く前知識の無い人向けに数式等を一切用いず 説明する為の資料。自分の勉強用でもあります。 時間は30分(プレゼン20分+質疑応答10分)目標。 きっと沢山間違っていたり誤謬があったりするので ご指摘いただけると今後の糧となりまする。

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  • 1. Hello Deep Learning3T2C_ ( TwitterID @T2C_ )(2014/10/27)

2. Deep Learning1 3. 1. Deep Learning1. 2. 2. Deep Learning1. 3. Deep Learning4. Deep Learning5. 6. 2 4. DL Google Youtube200200px 10003 ILSVRC2012210% 1SuperVision Error -> 0.15315 2ISI Error- > 0.26172 ILSVRCDL3 5. Deep Learning DL()http://www.nttdata.com/jp/ja/insights/trend_keyword/2013110701.html 4 6. Deep Learning 1943 1958http://www-ailab.elcom.nitech.ac.jp/lecture/neuro/par1.html 5 7. Deep Learning 19696x1x2(0 , 1) (1 , 1)(0 , 0) (1 , 0)XOR 8. Deep Learning 1986() SVM 7 9. Deep Learning 2006PreTraining AutoEncoder Deep Learning 2012cf. p3) 8 10. Deep Learning GoogleDNNDeepMind YahooLookFlowDeep Learning Group Baidu Deep Learning2 http://wbawakate.jp/wordpress/9 11. Deep Learning GPUetc Google TheanoPylearn2etc 10 12. PythonPython 11 13. Deep Learning 12 14. / PreTrainingNNFineTuning AutoEncoderPreTraining13 15. Web2014102420141026 Google(Deep Learning) - http://d.hatena.ne.jp/Zellij/20130608/p1 GoogleFacebook()- NAVERhttp://matome.naver.jp/odai/2140635573608360401 ImageNet Large Scale Visual Recognition Competition 2012 (ILSVRC2012)http://www.image-net.org/challenges/LSVRC/2012/results.html Deep learninghttp://www.slideshare.net/kazoo04/deep-learning-15097274 | NTThttp://www.nttdata.com/jp/ja/insights/trend_keyword/2013110701.html Deep Learninghttp://www.slideshare.net/pfi/deep-learning-22350063 | http://ibisml.org/archive/ibis2013/pdfs/ibis2013-okatani.pdf | POSTDhttp://postd.cc/deep-learning-business-models/14 16. | Deep Learninghttp://www-toralab.ics.nitech.ac.jp/~ginshun/deeplearning/activity/140228/DL01Slide_ginshun.pdf | Preferred Researchhttp://research.preferred.jp/2012/11/deep-learning/ http://www-ailab.elcom.nitech.ac.jp/lecture/neuro/par1.html http://earth.iec.yamagata-cit.ac.jp/intro/watanabe/rr_2005.pdf 6http://ipr20.cs.ehime-u.ac.jp/column/neural/chapter6.html CV- tabe2314http://tabe2314.hatenadiary.jp/entry/2014/06/01/002249 Deep Learningfz-qqqs diaryhttp://fz-qqq.hatenablog.com/entry/2013/11/13/224743 (1998) 15 17. 16SlideShare http://www.slideshare.net/T2C_/