On this page you'll find a collection of resources and references on deep learning and neural networks. We'll include both links to online resources as well as references to books and articles.
Online resources
In this section you'll find links to online resources like massive open online courses (MOOCs) and videos.
Neural Networks for Machine Learning
An interesting and informative MOOC offered by Coursera, created by the University of Toronto and
taught by professor Geoffrey E. Hinton. Be prepared to put some
effort in especially the programming assignments.
Convolutional Neural Networks for Visual Recognition Notes accompanying the Stanford CS class CS231n: Convolutional Neural Networks for Visual Recognition.
Bibliography
- [Goodfellow2016] Ian Goodfellow, Yoshua Bengio, and Aaron Courville, Deep Learning, MIT Press,
- [Nielsen2015] Michael A. Nielsen, Neural Networks and Deep Learning, Determination Press,
- [Rojas1996] Raúl Rojas, Neural Networks - A Systematic Introduction, Springer-Verlag,
- [Sutskever2013] Ilya Sutskever, Training Recurrent Neural Networks - PhD thesis, University of Toronto,