Piecewise Linear Multilayer Perceptrons and Dropout

01/22/2013

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by   Ian J. Goodfellow, et al.

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We propose a new type of hidden layer for a multilayer perceptron, and demonstrate that it obtains the best reported performance for an MLP on the MNIST dataset.