Course Outline
List of Papers
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Slides |
|
|---|---|
Introduction
|
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 |
