[B! DeepLearning] Buchi_6uclz1ã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯

Buchi_6uclz1 id:Buchi_6uclz1

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æ‚©ã‚ã‚‹ä½œæ›²å®¶ã®ãŸã‚ã«ã€RNN(ãƒªã‚«ãƒ¬ãƒ³ãƒˆãƒ‹ãƒ¥ãƒ¼ãƒ©ãƒ«ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯)ã‚’åˆ©ç”¨ã—ã¦ã€æ›²ã®ã‚³ãƒ¼ãƒ‰é€²è¡Œã‚’ç”Ÿæˆã™ã‚‹ã‚¦ã‚§ãƒ–ã‚µãƒ¼ãƒ“ã‚¹ Deep Chordã‚’ä½œã‚Šã¾ã—ãŸã€‚æœ¬è¨˜äº‹ã§ã¯Deep Chordã®æ¦‚è¦ã‚’ç´¹ä»‹ã—ã¾ã™ã€‚ Deep Chord Deep Chordã®RNNã®å¦ç¿’ãƒ»æŽ¨å®šã«ã¯Chainerã‚’ã€ã‚¦ã‚§ãƒ–éƒ¨åˆ†ã«ã¯Djangoã‚’åˆ©ç”¨ã—ã¦ã„ã¾ã™ã€‚ Deep Chordã®æ¦‚è¦ ã‚³ãƒ¼ãƒ‰é€²è¡Œã£ã¦ï¼Ÿ ä¾‹ãˆã°ãƒ”ã‚¢ãƒŽã®éµç›¤ã§ã€Œãƒ‰ãƒ»ãƒŸãƒ»ã‚½ã€ã¨ã‹ã€Œãƒ¬ãƒ»ãƒ•ã‚¡ãƒ»ãƒ©ã€ã¨ã‹ã€è¤‡æ•°ã®éŸ³ã‚’åŒæ™‚ã«å¼¾ãã¨ã€ãã‚Œãžã‚Œç•°ãªã‚‹éŸ¿ãã«ãªã‚Šã¾ã™ãŒã€ã“ã‚Œã‚’å’ŒéŸ³(ã‚³ãƒ¼ãƒ‰)ã¨å‘¼ã³ã¾ã™ã€‚ã“ã®å’ŒéŸ³ãŒæ§˜ã€…ã«é·ç§»ã—ã¦ã„ãã“ã¨ã§æ›²ãŒå‡ºæ¥ä¸ŠãŒã‚‹ã®ã§ã™ãŒã€ã“ã®å’ŒéŸ³ã®é·ç§»ã“ããŒã‚³ãƒ¼ãƒ‰é€²è¡Œã§ã™ã€‚ ã‚³ãƒ¼ãƒ‰é€²è¡Œã«ã¯ã€å¤šãã®æ›²ã§åˆ©ç”¨ã•ã‚Œã‚‹çŽ‹é“é€²è¡Œã¨ã„ã†ã‚‚ã®ãŒã‚ã‚Šã¾ã™ã€‚ä¾‹ãˆã°J-POPã§ã¯ã€F(ãƒ•ã‚¡ãƒ»ãƒ©ãƒ»ãƒ‰) â†’ G(ã‚½ãƒ»ã‚·ãƒ»ãƒ¬) â†’ Em(ãƒŸãƒ»ã‚½ãƒ»ã‚·) â†’ Am(ãƒ©ãƒ»ãƒ‰ãƒ»ãƒŸ)ã€
Buchi_6uclz1 2016/03/11
RNN

DeepLearning
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Hopfield networkã¯ã€ä¸€èˆ¬çš„ãªã‚¯ãƒ©ã‚¹åˆ†é¡žä»¥å¤–ã«æœ€é©åŒ–å•é¡Œã¸ã®å¿œç”¨ãŒå¯èƒ½ãªãƒ¢ãƒ‡ãƒ«ã§ã™ã€‚ Elman/Jordanã¯ã€Simple recurrent networksã¨è¨€ã‚ã‚Œã¦ã„ã‚‹ã‚ˆã†ã«ä¸€ç•ªã‚·ãƒ³ãƒ—ãƒ«ãªå½¢ã¨ãªã£ã¦ã„ã¾ã™ã€‚RNNã‚’åˆ©ç”¨ã—ãŸã„å ´åˆã¯ã¾ãšã©ã¡ã‚‰ã‹ã§ã‚„ã£ã¦ã¿ã¦ã€ç²¾åº¦çš„ãªå•é¡ŒãŒã‚ã‚‹ã®ãªã‚‰ä»–ã®æ‰‹æ³•ã«åˆ‡ã‚Šæ›¿ãˆã¦ã¿ã‚‹ã€ã¨ã„ã†ã®ãŒã‚ˆã„ã®ã§ã¯ãªã„ã‹ã¨æ€ã„ã¾ã™ã€‚ Elman/Jordanã®é•ã„ã¯ä¸Šè¨˜ã®ã¨ãŠã‚Šã§ã™ãŒ(å‰å›žãƒ‡ãƒ¼ã‚¿ã®åæ˜ ãŒéš ã‚Œå±¤ã‹ã‚‰è¡Œã‚ã‚Œã‚‹ã‹ã€å‡ºåŠ›å±¤ã‹ã‚‰è¡Œã‚ã‚Œã‚‹ã‹)ã€ã“ã¡ã‚‰ã«ã‚‚è©³ã—ãæ›¸ã‹ã‚Œã¦ã„ã¾ã™ã€‚ç²¾åº¦çš„ãªå„ªåŠ£ã¯ã‚ã‚Šã¾ã›ã‚“ãŒã€éš ã‚Œå±¤ã®æ•°ã«ã‚ˆã£ã¦æ¬¡ã«ä¼æ’ã™ã‚‹é‡ã‚’å¤‰åŒ–ã•ã›ã‚‰ã‚Œã‚‹Elmanã®æ–¹ãŒæŸ”è»Ÿã¨è¨€ãˆã‚‹ã¨æ€ã„ã¾ã™ã€‚ Echo state networkã¯æ¯›è‰²ãŒé•ã£ãŸãƒ¢ãƒ‡ãƒ«ã§ã€ãƒŽãƒ¼ãƒ‰ã‚’äº‹å‰ã«çµåˆã›ãšReservoir(è²¯æ°´æ± ãªã©ã®æ„å‘³)ã¨å‘¼ã°ã‚Œã‚‹ãƒ—ãƒ¼ãƒ«ã«è²¯ã‚ã¦ãŠãã€å…¥åŠ›ãŒä¸Žãˆã‚‰ã‚Œ
Buchi_6uclz1 2016/03/11
DeepLearning

RNN
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Analyzing 50k fonts using deep neural networks
Analyzing 50k fonts using deep neural networks 2016-01-21 For some reason I decided one night I wanted to get a bunch of fonts. A lot of them. An hour later I had a bunch of scrapy scripts pulling down fonts and a few days later I had more than 50k fonts on my computer. I then decided to convert it to bit maps. It turns out this is a bit trickier than it might seem like. You need to crop in such a
Buchi_6uclz1 2016/02/01
deeplearning

font
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äººå·¥çŸ¥èƒ½ã¯ Deep Learning ã«ã‚ˆã£ã¦æˆã•ã‚Œã‚‹ã®ã‹ï¼Ÿ - Sideswipe
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Buchi_6uclz1 2015/10/10
deeplearning

deep learning

AI
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