Clopath, Claudia

9 publications

ICLR 2025 SIMPL: Scalable and Hassle-Free Optimisation of Neural Representations from Behaviour Tom George, Pierre Glaser, Kim Stachenfeld, Caswell Barry, Claudia Clopath

NeurIPS 2024 Feedback Control Guides Credit Assignment in Recurrent Neural Networks Klara Kaleb, Barbara Feulner, Juan A. Gallego, Claudia Clopath

NeurIPS 2023 A Generative Model of the Hippocampal Formation Trained with Theta Driven Local Learning Rules Tom M George, Kimberly L Stachenfeld, Caswell Barry, Claudia Clopath, Tomoki Fukai

ICML 2022 Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew Saxe

NeurIPSW 2022 When Does Re-Initialization Work? Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jorg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu

ICML 2021 Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective Florin Gogianu, Tudor Berariu, Mihaela C Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu

ICML 2019 Policy Consolidation for Continual Reinforcement Learning Christos Kaplanis, Murray Shanahan, Claudia Clopath

ICML 2018 Continual Reinforcement Learning with Complex Synapses Christos Kaplanis, Murray Shanahan, Claudia Clopath

NeurIPS 2007 An Online Hebbian Learning Rule That Performs Independent Component Analysis Claudia Clopath, André Longtin, Wulfram Gerstner