“深度学习-入门导读”版本间的差异
来自iCenter Wiki
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=== Stanford === | === Stanford === | ||
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# Stanford Deep Learning tutorials [http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial DL_tutorials] | # Stanford Deep Learning tutorials [http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial DL_tutorials] | ||
| + | # Tutorials by Andrew Ng [http://deeplearning.stanford.edu/tutorial/ DL11-2015] [http://ufldl.stanford.edu/tutorial/ DL22-2015] | ||
=== Google Brain === | === Google Brain === | ||
2017年6月28日 (三) 14:13的版本
Stanford
- Stanford Deep Learning tutorials DL_tutorials
- Tutorials by Andrew Ng DL11-2015 DL22-2015
Google Brain
- Jeffrey Dean et al. "Large scale distributed deep networks." NIPS 2012. Abstract L-BFGS_Paper
- Jeff Dean, Large-Scale Deep Learning for Intelligent Computer Systems, WSDM 2016. WSDM_keynote
- TensorFlow: A System for Large-Scale Machine Learning, OSDI 2016. Abstract TensorFlow_OSDI2016_Paper
Nature/Science
- D. E. Rumelhart, G. E. Hinton, and R. J. Williams. "Learning representations by back-propagating errors." Nature 323.6088:533-536, 1986. SGD
- Yann LeCun, Yoshua Bengio, and Geoffrey Hinton. "Deep learning." Nature 521(7553), pp:436-444, 2015. Deep_Learning_Nature
书籍
- Yoshua Bengio, Ian Goodfellow, Aaron Courville, Deep Learning, MIT Press, 2016. DeepLearningBook
