Deeplearning 博客和论文资源
来源:互联网 发布:中国科技数据统计 编辑:程序博客网 时间:2024/05/17 07:41
国内资源
一 .博客
1. zouxy09:
Deep Learning(深度学习)学习笔记整理系列http://blog.csdn.net/zouxy09/article/details/8775360/
2.
3.
4.
先是机器学习领域大牛的微博:@余凯_西二旗民工;@老师木;@梁斌penny;@张栋_机器学习;@邓侃;@大数据皮东;@djvu9……
二 .论文
http://deeplearning.net/reading-list/
三 网站
(1)Deep Learning
http://deeplearning.net/
(2)Deep Learning Methods for Vision
http://cs.nyu.edu/~fergus/tutorials/deep_learning_cvpr12/
(3)Neural Network for Recognition of Handwritten Digits[Project]
http://www.codeproject.com/Articles/16650/Neural-Network-for-Recognition-of-Handwritten-Digi
(4)Training a deep autoencoder or a classifier on MNIST digits
http://www.cs.toronto.edu/~hinton/MatlabForSciencePaper.html
(5)Ersatz:deep neural networks in the cloud
http://www.ersatz1.com/
(6)Deep Learning
http://www.cs.nyu.edu/~yann/research/deep/
(7)Invited talk "A Tutorial on Deep Learning" by Dr. Kai Yu (余凯)
http://vipl.ict.ac.cn/News/academic-report-tutorial-deep-learning-dr-kai-yu
(8)CNN - Convolutional neural network class
http://www.mathworks.cn/matlabcentral/fileexchange/24291
(9)Yann LeCun's Publications
http://yann.lecun.com/exdb/publis/index.html#lecun-98
(10) LeNet-5, convolutional neural networks
http://yann.lecun.com/exdb/lenet/index.html
(11) Deep Learning 大牛Geoffrey E. Hinton's HomePage
http://www.cs.toronto.edu/~hinton/
(12)Sparse coding simulation software[Project]
http://redwood.berkeley.edu/bruno/sparsenet/
(13)Andrew Ng's homepage
http://robotics.stanford.edu/~ang/
(14)stanford deep learning tutorial
http://deeplearning.stanford.edu/wiki/index.php/UFLDL_Tutorial
(15)「深度神经网络」(deep neural network)具体是怎样工作的
http://www.zhihu.com/question/19833708?group_id=15019075#1657279
(16)A shallow understanding on deep learning
http://blog.sina.com.cn/s/blog_6ae183910101dw2z.html
(17)Bengio's Learning Deep Architectures for AI
http://www.iro.umontreal.ca/~bengioy/papers/ftml_book.pdf
(18)andrew ng's talk video:
http://techtalks.tv/talks/machine-learning-and-ai-via-brain-simulations/57862/
(19)cvpr 2012 tutorial:
http://cs.nyu.edu/~fergus/tutorials/deep_learning_cvpr12/tutorial_p2_nnets_ranzato_short.pdf
(20)Andrew ng清华报告听后感
http://blog.sina.com.cn/s/blog_593af2a70101bqyo.html
(21)Kai Yu:CVPR12 Tutorial on Deep Learning Sparse Coding
(22)Honglak Lee:Deep Learning Methods for Vision
(23)Andrew Ng :Machine Learning and AI via Brain simulations
(24)Deep Learning 【2,3】
http://blog.sina.com.cn/s/blog_46d0a3930101gs5h.html
(25)deep learning这件小事……
http://blog.sina.com.cn/s/blog_67fcf49e0101etab.html
(26)Yoshua Bengio, U. Montreal:Learning Deep Architectures
(27)Kai Yu:A Tutorial on Deep Learning
(28)Marc'Aurelio Ranzato:NEURAL NETS FOR VISION
(29)Unsupervised feature learning and deep learning
http://blog.csdn.net/abcjennifer/article/details/7804962
(30)机器学习前沿热点–Deep Learning
http://elevencitys.com/?p=1854
(31)机器学习——深度学习(Deep Learning)
http://blog.csdn.net/abcjennifer/article/details/7826917
(32)卷积神经网络
http://wenku.baidu.com/view/cd16fb8302d276a200292e22.html
(33)浅谈Deep Learning的基本思想和方法
http://blog.csdn.net/xianlingmao/article/details/8478562
(34)深度神经网络
http://blog.csdn.net/txdb/article/details/6766373
(35)Google的猫脸识别:人工智能的新突破
http://www.36kr.com/p/122132.html
(36)余凯,深度学习-机器学习的新浪潮,Technical News程序天下事
http://blog.csdn.net/datoubo/article/details/8577366
(37)Geoffrey Hinton:UCLTutorial on: Deep Belief Nets
(38)Learning Deep Boltzmann Machines
http://web.mit.edu/~rsalakhu/www/DBM.html
(39)Efficient Sparse Coding Algorithm
http://blog.sina.com.cn/s/blog_62af19190100gux1.html
(40)Itamar Arel, Derek C. Rose, and Thomas P. Karnowski: Deep Machine Learning—A New Frontier in Artificial Intelligence Research
(41)Francis Quintal Lauzon:An introduction to deep learning
(42)Tutorial on Deep Learning and Applications
(43)Boltzmann神经网络模型与学习算法
http://wenku.baidu.com/view/490dcf748e9951e79b892785.html
(44)Deep Learning 和 Knowledge Graph 引爆大数据革命
http://blog.sina.com.cn/s/blog_46d0a3930101fswl.html
(45)……
国外资源:
- Deeplearning 博客和论文资源
- RNN资源博客 Recurrent Neural Network的经典论文、代码、课件、博士论文和应用汇总
- RNN资源博客 Recurrent Neural Network的经典论文、代码、课件、博士论文和应用汇总
- DeepLearning资源整理
- 深度学习DeepLearning推荐论文清单
- deeplearning
- deeplearning
- deeplearning
- 硬件学习博客和资源汇总
- 【OpenCV】入门资源和学习博客列表
- [资源] 优秀博客和常用插件
- 大牛博客和各种学习资源
- 【OpenCV】入门资源和学习博客列表
- deeplearning 入门文章和书本
- 资源一 论文 计算机
- SIGGRAPH 2010论文资源
- 机器学习论文资源
- Linux论文资源1
- 关于谷歌浏览器显示隐私设置错误的解决方案
- 【11】Redis .net 实例 StackExchange.Redis框架
- Python读写图数据库Neo4j
- Ubuntu14.04运行ORB_SLAM2总结
- MFC:MFC下使用__argc,__argv
- Deeplearning 博客和论文资源
- window.postMessage跨页面通信
- 自动化测试问题之一
- Nginx slab的实现 --- 第三篇“基于块的内存分配”
- equals 的用法
- 使用 arguments
- JVM内存分配、垃圾回收、类加载浅析
- 用户和权限管理-RHCEday2
- 【电子产品】Fast FWR200 公司使用设备人数超过20个后,之后的设备无法上网