Deep Learning

Course Outline

List of Papers

Sign Up for paper presentation

Introduction, Motivation slides

Perceptron, Feedforward Neural Network, Back propagation

Introduction, Motivation slides

Regularization

Regularization Slides

Regularization

Word2vec (Part 1)

Word2vec slides

Word2vec (Part 2)

Word2vec slides

Sum-Product Networks

SPN slides

Sum-Product Networks

SPN slides

Recurrent neural network

RNN Slides

Recurrent neural network

RNN Slides

Convolutional network

CNN Slides

Restricted Boltzmann Machine  (RBM)

RBM Slides

Theano

​

ipython 1 , ipython 2,  ipython 3

Keras

​

Keras Slides