How to decide the hyperparamters in DNN

some discussions:

http://www.researchgate.net/post/How_to_decide_the_number_of_hidden_layers_and_nodes_in_a_hidden_layer

http://stats.stackexchange.com/questions/181/how-to-choose-the-number-of-hidden-layers-and-nodes-in-a-feedforward-neural-netw

a paper by Yoshua Bengio

http://arxiv.org/abs/1206.5533

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