【文件属性】：
文件名称：深度学习论文阅读路线之一
文件大小：40.89MB
文件格式：RAR
更新时间：2021-06-07 11:25:35
深度学习 学习路线
想入门深度学习，导师让阅读论文，不知从何下手，推荐阅读路线
1 Deep Learning History and Basics
由于文档上传限制，分为三个部分上传，每个部分都按照顺序分类，可以依次阅读，顺序式学习
第二部分：深度学习论文阅读路线之一
【文件预览】：
1 Deep Learning History and Basics
----1.2 Deep Belief Network()
--------A Fast Learning Algorithm for Deep Belief Nets.pdf(769KB)
--------Reducing the Dimensionality of Data with Neural Networks.pdf(361KB)
----1.4 Speech Recognition Evolution()
--------Towards End-to-End Speech Recognition with Recurrent Neural Networks.pdf(432KB)
--------Deep Speech 2- End-to-End Speech Recognition in English and Mandarin.pdf(857KB)
--------Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition.pdf(322KB)
--------Deep Neural Networks for Acoustic Modeling in Speech Recognition.pdf(635KB)
--------Speech Recognition With Deep Recurrent Neural Networks.pdf(435KB)
--------Achieving Human Parity in Conversational Speech Recognition.pdf(292KB)
----1.3 ImageNet Evolution()
--------Deep Residual Learning for Image Recognition.pdf(800KB)
--------Very Deep Convolutional Networks For Large-Scale Image Recognition.pdf(195KB)
--------ImageNet Classification with Deep Convolutional Neural Networks.pdf(1.35MB)
--------Going Deeper with Convolutions.pdf(1.24MB)
----1.1 Survey()
--------Deep learning.pdf(1.99MB)
----1.0 Book()
--------Deep Learning.pdf(20.6MB)
--------深度学习.pdf(30.8MB)