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涂正中

Deep Learning

Deep Learning algorithm

hardware implement

相关网页

  1. UFLDL Tutorial http://deeplearning.stanford.edu/wiki/index.php/UFLDL%E6%95%99%E7%A8%8B
  2. 百度深度学习实验室 http://idl.baidu.com/IDL-team.html
  3. Deeplearning主页 http://deeplearning.net/
  4. Deeplearning Toolbox(matlab code) https://github.com/rasmusbergpalm/DeepLearnToolbox

视频教程

  1. 斯坦福机器学习课程 http://open.163.com/special/opencourse/machinelearning.html
  2. Hinton大牛的神经网络课程https://www.coursera.org/course/neuralnets
  3. 2014年ACL机器学习领域主席Kevin Duh深度学习入门讲座视频http://cl.naist.jp/~kevinduh/a/deep2014/

博文/论坛

相关研究团队

  1. 斯坦福Ng团队(Richard Socher, Honglak Lee, Quoc Le)http://cs.stanford.edu/people/ang/?page_id=20
  2. 多伦多ML团队(hinton,Ruslan Salakhutdinov , Alex Krizhevsky) http://learning.cs.toronto.edu/index.shtml?section=people
  3. 纽约大学团队(Lecun,Rob Fergus)http://www.cs.nyu.edu/~yann/people.html
  4. 中科院机器视觉课题小组 http://vision.ia.ac.cn/zh/index_cn.html

IBM TrueNorth芯片

  1. IBM Reserch : http://www.research.ibm.com/articles/brain-chip.shtml
  2. IEEE spectrum:http://spectrum.ieee.org/computing/hardware/how-ibm-got-brainlike-efficiency-from-the-truenorth-chip