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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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