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  1. Pascanu, Razvan [Author]; Montúfar, Guido [Author]; Bengio, Yoshua [Author]

    On the number of response regions of deep feedforward networks with piecewise linear activations

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    Leipzig: Max-Planck-Institut für Mathematik in den Naturwissenschaften, 2014

    Published in: Max-Planck-Institut für Mathematik in den Naturwissenschaften: Preprints ; 2014072

  2. Gulcehre, Caglar; Cho, Kyunghyun; Pascanu, Razvan; Bengio, Yoshua

    Machine Learning and Knowledge Discovery in Databases: Learned-Norm Pooling for Deep Feedforward and Recurrent Neural Networks

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    Springer Berlin Heidelberg, 2014

    Published in: Machine Learning and Knowledge Discovery in Databases

  3. Mandel, Michael I.; Pascanu, Razvan; Eck, Douglas; Bengio, Yoshua; Aiello, Luca M.; Schifanella, Rossano; Menczer, Filippo

    Contextual tag inference

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    Association for Computing Machinery (ACM), 2011

    Published in: ACM Transactions on Multimedia Computing, Communications, and Applications

  4. Kirkpatrick, James; Pascanu, Razvan; Rabinowitz, Neil; Veness, Joel; Desjardins, Guillaume; Rusu, Andrei A.; Milan, Kieran; Quan, John; Ramalho, Tiago; Grabska-Barwinska, Agnieszka; Hassabis, Demis; Clopath, Claudia; Kumaran, Dharshan; Hadsell, Raia

    REPLY TO HUSZÁR : The elastic weight consolidation penalty is empirically valid

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    National Academy of Sciences, 2018

    Published in: Proceedings of the National Academy of Sciences of the United States of America

  5. Kirkpatrick, James; Pascanu, Razvan; Rabinowitz, Neil; Veness, Joel; Desjardins, Guillaume; Rusu, Andrei A.; Milan, Kieran; Quan, John; Ramalho, Tiago; Grabska-Barwinska, Agnieszka; Hassabis, Demis; Clopath, Claudia; Kumaran, Dharshan; Hadsell, Raia

    Reply to Huszár: The elastic weight consolidation penalty is empirically valid

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    Proceedings of the National Academy of Sciences, 2018

    Published in: Proceedings of the National Academy of Sciences

  6. Kirkpatrick, James; Pascanu, Razvan; Rabinowitz, Neil; Veness, Joel; Desjardins, Guillaume; Rusu, Andrei A.; Milan, Kieran; Quan, John; Ramalho, Tiago; Grabska-Barwinska, Agnieszka; Hassabis, Demis; Clopath, Claudia; Kumaran, Dharshan; Hadsell, Raia

    Overcoming catastrophic forgetting in neural networks

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    Proceedings of the National Academy of Sciences, 2017

    Published in: Proceedings of the National Academy of Sciences

  7. Kirkpatrick, James; Pascanu, Razvan; Rabinowitz, Neil; Veness, Joel; Desjardins, Guillaume; Rusu, Andrei A.; Milan, Kieran; Quan, John; Ramalho, Tiago; Grabska-Barwinska, Agnieszka; Hassabis, Demis; Clopath, Claudia; Kumaran, Dharshan; Hadsell, Raia

    Overcoming catastrophic forgetting in neural networks

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    National Academy of Sciences, 2017

    Published in: Proceedings of the National Academy of Sciences of the United States of America

  8. Banino, Andrea; Barry, Caswell; Uria, Benigno; Blundell, Charles; Lillicrap, Timothy; Mirowski, Piotr; Pritzel, Alexander; Chadwick, Martin J.; Degris, Thomas; Modayil, Joseph; Wayne, Greg; Soyer, Hubert; Viola, Fabio; Zhang, Brian; Goroshin, Ross; Rabinowitz, Neil; Pascanu, Razvan; Beattie, Charlie; Petersen, Stig; Sadik, Amir; Gaffney, Stephen; King, Helen; Kavukcuoglu, Koray; Hassabis, Demis; [...]

    Vector-based navigation using grid-like representations in artificial agents

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    Springer Science and Business Media LLC, 2018

    Published in: Nature