Training recurrent neural networks

Training recurrent neural networks, 2013.

Cited by: 252|Bibtex|Views77|
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Keywords:
boltzmann machinesnew probabilistic sequence modelrnn control lawnew variantnew modelMore(6+)

Abstract:

Recurrent Neural Networks (RNNs) are powerful sequence models that were believed to be difficult to train, and as a result they were rarely used in machine learning applications. This thesis presents methods that overcome the difficulty of training RNNs, and applications of RNNs to challenging problems. We first describe a new probabilist...More

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