Articles with "training sampling" as a keyword



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Character-level recurrent neural networks in practice: comparing training and sampling schemes

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Published in 2018 at "Neural Computing and Applications"

DOI: 10.1007/s00521-017-3322-z

Abstract: Recurrent neural networks are nowadays successfully used in an abundance of applications, going from text, speech and image processing to recommender systems. Backpropagation through time is the algorithm that is commonly used to train these… read more here.

Keywords: neural networks; level recurrent; recurrent neural; sampling schemes ... See more keywords