Topic: Deep Learning Research Directions: Computational Efficiency

What are the long-term research directions in deep learning? Here I discuss this by analyzing long-term exponential trends and current research papers.

1 Re: Deep neural network research paper

What is Deep Learning? - Machine Learning Mastery Deep Learning is Large Neural Networks. Andrew Ng from Coursera and Chief Scientist at Baidu Research formally founded Google Brain that eventually.

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Deep Residual Learning for Image Recognition - arXiv Deep Residual Learning for Image Recognition Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun Microsoft Research fkahe, v-xiangz, v-shren, jiansung@microsoft.com

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Neural networks and deep learning The biases and weights in the Network object are all initialized randomly, using the Numpy np.random.randn function to generate Gaussian distributions with.

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Why Deep Learning Is Suddenly Changing Your Life - Fortune Some companies are already integrating deep learning into their own day-to-day processes. Says Peter Lee, cohead of Microsoft Research: “Our sales teams.

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DeepVis toolbox - Jason Yosinski Understanding Neural Networks Through Deep Visualization. Jason Yosinski, Jeff Clune, Anh Nguyen, Thomas Fuchs, and Hod Lipson Quick links: ICML DL.

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6 Re: Deep neural network research paper

Learning a Deep Convolutional Network for Image Super. Citation Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang. Learning a Deep Convolutional Network for Image Super-Resolution, in Proceedings of European.

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What is the VGG neural network? - Quora It usually refers to a deep convolutional network for object recognition developed and trained by Oxford's renowned Visual Geometry Group (VGG), which.

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8 Re: Deep neural network research paper

Neural networks and deep learning In the last chapter we learned that deep neural networks are often much harder to train than shallow neural networks. That's unfortunate, since we have.

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9 Re: Deep neural network research paper

Research Spotlight: BMXNet – An Open Source Binary Neural. Amazon Web Services is Hiring. Amazon Web Services (AWS) is a dynamic, growing business unit within Amazon.com. We are currently hiring Software.

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