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Deep Learning Papers Reading Roadmap

  • Category : AI-NN-PR
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  • Update : 2018-01-31
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  • Author :北斗星闪耀202
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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!
Packet file list
(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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