“深度学习-入门导读”版本间的差异
来自iCenter Wiki
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| − | 斯坦福深度学习教程 | + | =入门导读= |
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| + | ==斯坦福深度学习教程== | ||
[http://deeplearning.stanford.edu/tutorial/ DL11] | [http://deeplearning.stanford.edu/tutorial/ DL11] | ||
[http://ufldl.stanford.edu/tutorial/ DL22] | [http://ufldl.stanford.edu/tutorial/ DL22] | ||
| − | + | # Stanford Deep Learning tutorials [http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial DL_tutorials] | |
| − | # | + | |
| + | ==谷歌大脑== | ||
# Jeff Dean, Large-Scale Deep Learning for Intelligent Computer Systems, WSDM 2016. [http://research.google.com/pubs/jeff.html WSDM_keynote] | # Jeff Dean, Large-Scale Deep Learning for Intelligent Computer Systems, WSDM 2016. [http://research.google.com/pubs/jeff.html WSDM_keynote] | ||
# Jeffrey Dean et al. "Large scale distributed deep networks." Advances in Neural Information Processing Systems. 2012. | # Jeffrey Dean et al. "Large scale distributed deep networks." Advances in Neural Information Processing Systems. 2012. | ||
# TensorFlow: A System for Large-Scale Machine Learning, OSDI 2016. [https://www.usenix.org/system/files/conference/osdi16/osdi16-abadi.pdf TensorFlow_OSDI2016_paper] [http://research.google.com/pubs/pub45381.html TensorFlow_paper] | # TensorFlow: A System for Large-Scale Machine Learning, OSDI 2016. [https://www.usenix.org/system/files/conference/osdi16/osdi16-abadi.pdf TensorFlow_OSDI2016_paper] [http://research.google.com/pubs/pub45381.html TensorFlow_paper] | ||
| + | |||
| + | ==Nature/Science== | ||
| + | # LeCun, Yann, Yoshua Bengio, and Geoffrey Hinton. "Deep learning." Nature 521(7553), pp:436-444, 2015. [http://www.nature.com/nature/journal/v521/n7553/full/nature14539.html Deep_Learning_Nature] | ||
2016年11月28日 (一) 11:02的版本
入门导读
斯坦福深度学习教程
- Stanford Deep Learning tutorials DL_tutorials
谷歌大脑
- Jeff Dean, Large-Scale Deep Learning for Intelligent Computer Systems, WSDM 2016. WSDM_keynote
- Jeffrey Dean et al. "Large scale distributed deep networks." Advances in Neural Information Processing Systems. 2012.
- TensorFlow: A System for Large-Scale Machine Learning, OSDI 2016. TensorFlow_OSDI2016_paper TensorFlow_paper
Nature/Science
- LeCun, Yann, Yoshua Bengio, and Geoffrey Hinton. "Deep learning." Nature 521(7553), pp:436-444, 2015. Deep_Learning_Nature
