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Science / Long short term memory / Recurrent neural network / Feedforward neural network / Backpropagation through time / Backpropagation / Brain / Genetic algorithm / Types of artificial neural networks / Neural networks / Cybernetics / Machine learning


Evolving memory cell structures for sequence learning Justin Bayer, Daan Wierstra, Julian Togelius and J¨ urgen Schmidhuber IDSIA, Galleria 2, 6928 Manno-Lugano, Switzerland {justin, daan, julian, juergen}@idsia.ch
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Document Date: 2013-05-15 08:23:14


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Charlotte / Mary / New York / /

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IEEE Press / Cambridge University Press / Neural Networks / Dynamical Recurrent Neural Networks / /

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graph rewriting systems / well networks / network topology evolution algorithms / reinforcement learning algorithms / end products / multiobjective evolutionary algorithm / recurrent networks / genetic algorithms / non-gradient-based training algorithms / speech processing / recurrent network / multiobjective genetic algorithm / on-line handwriting recognition / evolutionary algorithms / learning solutions / direct topology evolution algorithm / bidirectional long short-term memory networks / recurrent policy gradient algorithm / /

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bm an as a second / /

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Cambridge University / /

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Ana / Cathy / Morgan Kaufmann / Justin Bayer / Julian Togelius / /

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Executive / /

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New York / /

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Journal of Machine Learning Research / Complex Systems / IEEE Transactions on Evolutionary Computation / /

Technology

reinforcement learning algorithms / NEAT algorithm / 3 Ghz processor / neural network / non-gradient-based training algorithms / multiobjective genetic algorithm / NEAT-inspired direct topology evolution algorithm / network topology evolution algorithms / Machine Learning / multiobjective evolutionary algorithm / recombination / recurrent policy gradient algorithm / 2.2 Evolutionary algorithm / /

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