snipsco / ntm-lasagne

Neural Turing Machines library in Theano with Lasagne
https://medium.com/snips-ai/ntm-lasagne-a-library-for-neural-turing-machines-in-lasagne-2cdce6837315#.63t84s5r5
MIT License
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Operation dropout #14

Closed tristandeleu closed 8 years ago

tristandeleu commented 8 years ago

Add dropout for weight update operations. At each time step, the Head randomly skips either the Content addressing update or the Convolutional shift update of the read and write weights. This can speed-up training as the model will tend to explore more combinations.

TO-DO