Claudia Clopath

49 papers A* 7Journal 37Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Relational reasoning and inductive bias in transformers trained on a transitive inference task. CoRR Jesse P. Geerts, Stephanie Chan, Claudia Clopath, Kimberly L. Stachenfeld
2025	A*	`conf`	SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour. ICLR Tom M. George, Pierre Glaser, Kim Stachenfeld, Caswell Barry, Claudia Clopath
2025	J	`jnl`	Uncertainty Prioritized Experience Replay. CoRR Rodrigo Carrasco-Davis, Sebastian Lee, Claudia Clopath, Will Dabney
2024	J	`jnl`	AI for Social Good (Dagstuhl Seminar 24082). Dagstuhl Reports Claudia Clopath, Ruben De Winne, Mohammad Emtiyaz Khan, Jacopo Margutti
2024	A*	`conf`	Feedback control guides credit assignment in recurrent neural networks. NeurIPS Klara Kaleb, Barbara Feulner, Juan Gallego, Claudia Clopath
2024	J	`jnl`	Learning with filopodia and spines: Complementary strong and weak competition lead to specialized, graded, and protected receptive fields. PLoS Comput. Biol. Albert Albesa-González, Claudia Clopath
2024	J	`jnl`	Lifelong Reinforcement Learning via Neuromodulation. CoRR Sebastian Lee, Samuel Liebana Garcia, Claudia Clopath, Will Dabney
2023	A*	`conf`	A generative model of the hippocampal formation trained with theta driven local learning rules. NeurIPS Tom M. George, Kimberly L. Stachenfeld, Caswell Barry, Claudia Clopath, Tomoki Fukai
2023	J	`jnl`	Synaptic weights that correlate with presynaptic selectivity increase decoding performance. PLoS Comput. Biol. Júlia V. Gallinaro, Benjamin Scholl, Claudia Clopath
2022	J	`jnl`	AI for the Social Good (Dagstuhl Seminar 22091). Dagstuhl Reports Claudia Clopath, Ruben De Winne, Tom Schaul
2022	J	`jnl`	Maslow's Hammer for Catastrophic Forgetting: Node Re-Use vs Node Activation. CoRR Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew M. Saxe
2022	A*	`conf`	Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation. ICML Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew M. Saxe
2022	J	`jnl`	Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. CoRR Anthony Zador, Blake A. Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew M. Botvinick, Dmitri B. Chklovskii, Anne Churchland, Claudia Clopath, James DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad P. Körding, Alexei A. Koulakov, Yann LeCun, Timothy P. Lillicrap, Adam H. Marblestone, Bruno A. Olshausen, Alexandre Pouget, Cristina Savin, Terrence J. Sejnowski, Eero P. Simoncelli, Sara A. Solla, David Sussillo, Andreas S. Tolias, Doris Tsao
2022	—	`conf`	When Does Re-initialization Work? ICBINB Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu
2022	J	`jnl`	When Does Re-initialization Work? CoRR Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu
2021	J	`jnl`	A study on the plasticity of neural networks. CoRR Tudor Berariu, Wojciech Czarnecki, Soham De, Jörg Bornschein, Samuel L. Smith, Razvan Pascanu, Claudia Clopath
2021	J	`jnl`	CCN GAC Workshop: Issues with learning in biological recurrent neural networks. CoRR 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
2021	J	`jnl`	Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons. PLoS Comput. Biol. Amadeus Maes, Mauricio Barahona, Claudia Clopath
2021	J	`jnl`	Memories in a network with excitatory and inhibitory plasticity are encoded in the spiking irregularity. PLoS Comput. Biol. Júlia V. Gallinaro, Claudia Clopath
2021	J	`jnl`	Neural manifold under plasticity in a goal driven learning behaviour. PLoS Comput. Biol. Barbara Feulner, Claudia Clopath
2021	J	`jnl`	Separable actions of acetylcholine and noradrenaline on neuronal ensemble formation in hippocampal CA3 circuits. PLoS Comput. Biol. Luke Y. Prince, Travis Bacon, Rachel Humphries, Krasimira Tsaneva-Atanasova, Claudia Clopath, Jack R. Mellor
2021	A*	`conf`	Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective. ICML Florin Gogianu, Tudor Berariu, Mihaela Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu
2021	J	`jnl`	Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective. CoRR Florin Gogianu, Tudor Berariu, Mihaela Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu
2021	J	`jnl`	The functional role of sequentially neuromodulated synaptic plasticity in behavioural learning. PLoS Comput. Biol. Grace Wan Yu Ang, Clara S. Tang, Y. Audrey Hay, Sara Zannone, Ole Paulsen, Claudia Clopath
2020	J	`jnl`	Continual Reinforcement Learning with Multi-Timescale Replay. CoRR Christos Kaplanis, Claudia Clopath, Murray Shanahan
2020	J	`jnl`	Learning spatiotemporal signals using a recurrent spiking network that discretizes time. PLoS Comput. Biol. Amadeus Maes, Mauricio Barahona, Claudia Clopath
2020	J	`jnl`	The interplay between somatic and dendritic inhibition promotes the emergence and stabilization of place fields. PLoS Comput. Biol. Victor Pedrosa, Claudia Clopath
2019	J	`jnl`	AI for the Social Good (Dagstuhl Seminar 19082). Dagstuhl Reports Claudia Clopath, Ruben De Winne, Mohammad Emtiyaz Khan, Tom Schaul
2019	—	`conf`	Deep Reinforcement Learning for Subpixel Neural Tracking. MIDL Tianhong Dai, Magda Dubois, Kai Arulkumaran, Jonathan Campbell, Cher Bass, Benjamin Billot, Fatmatülzehra Uslu, Vincenzo De Paola, Claudia Clopath, Anil Anthony Bharath
2019	—	`conf`	Image Synthesis with a Convolutional Capsule Generative Adversarial Network. MIDL Cher Bass, Tianhong Dai, Benjamin Billot, Kai Arulkumaran, Antonia Creswell, Claudia Clopath, Vincenzo De Paola, Anil Anthony Bharath
2019	J	`jnl`	Learning spatiotemporal signals using a recurrent spiking network that discretizes time. CoRR Amadeus Maes, Mauricio Barahona, Claudia Clopath
2019	A*	`conf`	Policy Consolidation for Continual Reinforcement Learning. ICML Christos Kaplanis, Murray Shanahan, Claudia Clopath
2019	J	`jnl`	Policy Consolidation for Continual Reinforcement Learning. CoRR Christos Kaplanis, Murray Shanahan, Claudia Clopath
2019	J	`jnl`	Synaptic plasticity onto inhibitory neurons as a mechanism for ocular dominance plasticity. PLoS Comput. Biol. Jacopo Bono, Claudia Clopath
2018	J	`jnl`	A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications. CoRR Hamid Soleimani, Wilten Nicola, Claudia Clopath, Emmanuel M. Drakakis
2018	A*	`conf`	Continual Reinforcement Learning with Complex Synapses. ICML Christos Kaplanis, Murray Shanahan, Claudia Clopath
2018	J	`jnl`	Continual Reinforcement Learning with Complex Synapses. CoRR Christos Kaplanis, Murray Shanahan, Claudia Clopath
2018	J	`jnl`	Gap junction plasticity as a mechanism to regulate network-wide oscillations. PLoS Comput. Biol. Guillaume Pernelle, Wilten Nicola, Claudia Clopath
2017	J	`jnl`	From homeostasis to behavior: Balanced activity in an exploration of embodied dynamic environmental-neural interaction. PLoS Comput. Biol. Peter J. Hellyer, Claudia Clopath, Angie A. Kehagia, Federico E. Turkheimer, Robert Leech
2016	J	`jnl`	Local inhibitory plasticity tunes macroscopic brain dynamics and allows the emergence of functional brain networks. NeuroImage Peter J. Hellyer, Barbara Jachs, Claudia Clopath, Robert Leech
2016	J	`jnl`	Overcoming catastrophic forgetting in neural networks. CoRR James Kirkpatrick, Razvan Pascanu, Neil C. 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
2015	J	`jnl`	Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity. PLoS Comput. Biol. Sadra Sadeh, Claudia Clopath, Stefan Rotter
2014	—	`ch.`	Long-Term Plasticity, Biophysical Models. Encyclopedia of Computational Neuroscience Claudia Clopath
2013	J	`jnl`	Optimal Properties of Analog Perceptrons with Excitatory Weights. PLoS Comput. Biol. Claudia Clopath, Nicolas Brunel
2012	J	`jnl`	Storage of Correlated Patterns in Standard and Bistable Purkinje Cell Models. PLoS Comput. Biol. Claudia Clopath, Jean-Pierre Nadal, Nicolas Brunel
2008	J	`jnl`	Firing patterns in the adaptive exponential integrate-and-fire model. Biol. Cybern. Richard Naud, Nicolas Marcille, Claudia Clopath, Wulfram Gerstner
2008	J	`jnl`	Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression. PLoS Comput. Biol. Claudia Clopath, Lorric Ziegler, Eleni Vasilaki, Lars Büsing, Wulfram Gerstner
2007	—	`conf`	An online Hebbian learning rule that performs Independent Component Analysis. NIPS Claudia Clopath, André Longtin, Wulfram Gerstner
2007	J	`jnl`	Predicting neuronal activity with simple models of the threshold type: Adaptive Exponential Integrate-and-Fire model with two compartments. Neurocomputing Claudia Clopath, Renaud Jolivet, Alexander Rauch, Hans-Rudolf Lüscher, Wulfram Gerstner