Course Outline List of Papers Sign Up for paper presentation Slides Introduction Remote video URL View on YouTube Introduction, Motivation slides Perceptron, Feedforward Neural Network, Back propagation Remote video URL View on YouTube Introduction, Motivation slides Regularization Remote video URL View on YouTube Regularization Slides Regularization Remote video URL View on YouTube Regularization Slides Word2vec (Part 1) Remote video URL View on YouTube Word2vec slides Word2vec (Part 2) Remote video URL View on YouTube Word2vec slides Sum-Product Networks Remote video URL View on YouTube SPN slides Sum-Product Networks Remote video URL View on YouTube SPN slides Recurrent neural network Remote video URL View on YouTube RNN Slides Recurrent neural network Remote video URL View on YouTube RNN Slides Convolutional network Remote video URL View on YouTube CNN Slides Restricted Boltzmann Machine (RBM) Remote video URL View on YouTube RBM Slides Theano Remote video URL View on YouTube ipython 1 , ipython 2, ipython 3 Keras Remote video URL View on YouTube Keras Slides
Course Outline List of Papers Sign Up for paper presentation Slides Introduction Remote video URL View on YouTube Introduction, Motivation slides Perceptron, Feedforward Neural Network, Back propagation Remote video URL View on YouTube Introduction, Motivation slides Regularization Remote video URL View on YouTube Regularization Slides Regularization Remote video URL View on YouTube Regularization Slides Word2vec (Part 1) Remote video URL View on YouTube Word2vec slides Word2vec (Part 2) Remote video URL View on YouTube Word2vec slides Sum-Product Networks Remote video URL View on YouTube SPN slides Sum-Product Networks Remote video URL View on YouTube SPN slides Recurrent neural network Remote video URL View on YouTube RNN Slides Recurrent neural network Remote video URL View on YouTube RNN Slides Convolutional network Remote video URL View on YouTube CNN Slides Restricted Boltzmann Machine (RBM) Remote video URL View on YouTube RBM Slides Theano Remote video URL View on YouTube ipython 1 , ipython 2, ipython 3 Keras Remote video URL View on YouTube Keras Slides