Blogs about DL

Lernapparat http://lernapparat.de

Wild ML: AI and DL Blog http://www.wildml.com

Wild ML: Learning reinforcement learning: http://www.wildml.com/2016/10/learning-reinforcement-learning/

DL on Music

Sander Dieleman's Blog (http://benanne.github.io/) Sander Dieleman is a Deep Learning expert who worked at Spotify on a CNN based raw spectral music recommendation tool. His blog contains information about this and about some other Deep Learning related stuff. (Including writeups for Kaggle solutions) He held a presentation at OFAI on 28.05.2015. He now works at Google DeepMind.

Recommending music on Spotify with deep learning (http://benanne.github.io/2014/08/05/spotify-cnns.html)

Other topics

Classifying plankton with deep neural networks (http://benanne.github.io/2015/03/17/plankton.html)

The following are some descriptions of winning Kaggle competition participants:

Kaggle - Happy Lantern Festival Report and Code (https://www.kaggle.com/c/datasciencebowl/forums/t/13166/happy-lantern-festival-report-and-code)

Kaggle - Brief Describe Method and CXXNET V2 (https://www.kaggle.com/c/datasciencebowl/forums/t/12887/brief-describe-method-and-cxxnet-v2/66910#post66910) mention a lot of new stuff, a new form of Activation Function, etc. + link to code: https://github.com/dmlc