(Kpi summer school 2015) theano tutorial part2
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Theano tutorial part 2 AACIMP 2015 Sergii Gavrylov
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Transcript of (Kpi summer school 2015) theano tutorial part2
Overview● Brief recap
● Multivariate logistic regression
● Multilayer perceptron
● Convolution
● Convolutional neural network
● scan
● Recurrent neural network
Max pooling
cs231n.github.io/convolutional-networks
Convolutional NN
cs231n.github.io/convolutional-networks
deeplearning.net/tutorial/lenet.html
Convolutional NN
deeplearning.net/tutorial/lenet.html
Recurrent neural network
www.iro.umontreal.ca/~bengioy/dlbook/rnn.html
“Vanilla” RNN
www.iro.umontreal.ca/~bengioy/dlbook/rnn.html