deep learning 자료

Unsupervised Feature Learning and Deep Learning 튜토리얼

http://deeplearning.stanford.edu/wiki/index.php/UFLDL_Tutorial

Unsupervised Feature Learning and Deep Learning Recommended Readings

http://deeplearning.stanford.edu/wiki/index.php/UFLDL_Recommended_Readings

Wiki- autoencoder

https://en.wikipedia.org/wiki/Autoencoder

논문 

Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia

http://www.sciencedirect.com/science/article/pii/S1053811915003985

matlab deep learning toolbox

http://www.mathworks.com/matlabcentral/fileexchange/38310-deep-learning-toolbox/content/rasmusbergpalm-DeepLearnToolbox-45ef96c/util/randp.m

https://chrisjmccormick.wordpress.com/2015/01/10/understanding-the-deeplearntoolbox-cnn-example/

논문 

Deep learning for neuroimaging: a validation study

http://journal.frontiersin.org/article/10.3389/fnins.2014.00229/abstract

mining massive data, dataset

http://www.mmds.org/

deep learning review paper

http://www.nature.com/nature/journal/v521/n7553/full/nature14539.html

이건 딥러닝은 아니고 ML 관련 여러가지 강의 

https://www.youtube.com/playlist?list=PL743B8AB2CC1810EB

openclass 앤드류응 강의

http://openclassroom.stanford.edu/MainFolder/HomePage.php

머신러닝

http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=MachineLearning

http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=ufldl

이외에도 coursea 에 앤드류 응 강이 있음. .