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How to Choose a Neural Network

The following table attempts to show the neural nets most useful for different problems.

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Start with Neural Nets Overview for additional information on common structures and some code snipets:

Further reading

Natural Language Processing (Almost) from Scratch; Ronan Collobert, Jason Weston, Leon Bottou, Michael Karlen, Koray Kavukcuoglu and Pavel Kuksa; NEC Laboratories America

Deep Belief Networks for phone recognition; Abdel-rahman Mohamed, George Dahl, and Geoffrey Hinton; Department of Computer Science, University of Toronto

An Analysis of Gaussian-Binary Restricted Boltzmann Machines for Natural Images; Nan Wang, Jan Melchior and Laurenz Wiskott; Institut fuer Neuroinformatik and International Graduate School of Neuroscience

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