Training recurrent neural networks
Training recurrent neural networks, 2013.
boltzmann machinesnew probabilistic sequence modelrnn control lawnew variantnew modelMore(6+)
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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