I write these toy models for understanding details of neural nets when learning Professor Andrew Ng's Deep Learning in Coursera.
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Multilayer perceptron
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Recurrent neural net
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Long short term memory(LSTM) ( debugging back propagation Orz)
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(Future) Convolutional neural net