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A study on the plasticity of neural networks


May 31, 2021
Tudor Berariu, Wojciech Czarnecki, Soham De, Jorg Bornschein, Samuel Smith, Razvan Pascanu, Claudia Clopath


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CCN GAC Workshop: Issues with learning in biological recurrent neural networks


May 12, 2021
Luke Y. Prince, Ellen Boven, Roy Henha Eyono, Arna Ghosh, Joe Pemberton, Franz Scherr, Claudia Clopath, Rui Ponte Costa, Wolfgang Maass, Blake A. Richards, Cristina Savin, Katharina Anna Wilmes


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Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective


May 11, 2021
Florin Gogianu, Tudor Berariu, Mihaela Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu

* Accepted at ICML2021 

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Continual Reinforcement Learning with Multi-Timescale Replay


Apr 16, 2020
Christos Kaplanis, Claudia Clopath, Murray Shanahan


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Learning spatiotemporal signals using a recurrent spiking network that discretizes time


Jul 20, 2019
Amadeus Maes, Mauricio Barahona, Claudia Clopath


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Policy Consolidation for Continual Reinforcement Learning


Feb 01, 2019
Christos Kaplanis, Murray Shanahan, Claudia Clopath


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A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications


Nov 01, 2018
Hamid Soleimani, Aliasghar, Makhlooghpour, Wilten Nicola, Claudia Clopath, Emmanuel. M. Drakakis


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Continual Reinforcement Learning with Complex Synapses


Jun 19, 2018
Christos Kaplanis, Murray Shanahan, Claudia Clopath

* Accepted at ICML 2018 

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Overcoming catastrophic forgetting in neural networks


Jan 25, 2017
James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A. Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, Raia Hadsell


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