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Deep Learning Papers Reading Roadmap

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  • Category : AI-NN-PR
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  • Update : 2018-01-31
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Introduction - If you have any usage issues, please Google them yourself
These are some basic materials about deep learning, hope they are helpful to beginners!
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(Preview for download)
FilenameSizeUpdate
1.0 Book 0 2018-01-09
1.0 Book\DeepLearningBook.pdf 23371638 2017-07-04
1.0 Book\DeepLearningBook.zip 19426276 2018-01-09
1.1 Survey 0 2017-07-04
1.1 Survey\LeCun Yann Yoshua Bengio and Geoffrey Hinton. Deep learning. Nature 521.7553 (2015).pdf 2083627 2017-07-04
1.2 Deep Belief Network(DBN)(Milestone of Deep Learning Eve) 0 2017-07-04
1.2 Deep Belief Network(DBN)(Milestone of Deep Learning Eve)\A Fast Learning Algorithm for Deep Belief Nets.pdf 787775 2017-07-04
1.2 Deep Belief Network(DBN)(Milestone of Deep Learning Eve)\Hinton Geoffrey E. and Ruslan R. Salakhutdinov. Reducing the dimensionality of data with neural networks..pdf 369252 2017-07-04
1.3 ImageNet Evolution（Deep Learning broke out from here） 0 2017-07-04
1.3 ImageNet Evolution（Deep Learning broke out from here）\Deep Residual Learning for Image Recognition.pdf 819383 2017-07-04
1.3 ImageNet Evolution（Deep Learning broke out from here）\Going deeper with convolutions.pdf 1302210 2017-07-04
1.3 ImageNet Evolution（Deep Learning broke out from here）\Imagenet classification with deep convolutional neural networks.pdf 1418820 2017-07-04
1.3 ImageNet Evolution（Deep Learning broke out from here）\ImageNet Classification with Deep Convolutional.pdf 1418820 2017-07-04
1.3 ImageNet Evolution（Deep Learning broke out from here）\Very deep convolutional networks for large-scale image recognition.pdf 200010 2017-07-04
1.4 Speech Recognition Evolution 0 2017-07-04
1.4 Speech Recognition Evolution\Achieving Human Parity in Conversational Speech Recognition.pdf 299122 2017-07-04
1.4 Speech Recognition Evolution\Deep neural networks for acoustic modeling in speech recognition_ The shared views of four research groups.pdf 650520 2017-07-04
1.4 Speech Recognition Evolution\Deep Speech 2_ End-to-End Speech Recognition in.pdf 877645 2017-07-04
1.4 Speech Recognition Evolution\Fast and Accurate Recurrent Neural Network Acoustic Models for Speech.pdf 329894 2017-07-04
1.4 Speech Recognition Evolution\Speech recognition with deep recurrent neural networks.pdf 445797 2017-07-04
1.4 Speech Recognition Evolution\Towards End-To-End Speech Recognition with Recurrent Neural Networks.pdf 442855 2017-07-04
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