- Convolutional neural network(lenet). - Convolution - Max-pooling - Multilayer perception (hidden layer + logistic regression)
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Useful info for setting up theano+gpu computation on AWS: http://markus.com/install-theano-on-aws/
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Elements in Statistical Learning: Ch4: Linear Methods and Classification