Claudia Clopath

According to our database, Claudia Clopath authored at least 39 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Learning with filopodia and spines: Complementary strong and weak competition lead to specialized, graded, and protected receptive fields.

Albert Albesa-González, Claudia Clopath

PLoS Comput. Biol., 2024

AI for Social Good (Dagstuhl Seminar 24082).

Claudia Clopath, Ruben De Winne, Mohammad Emtiyaz Khan, Jacopo Margutti

Dagstuhl Reports, 2024

Lifelong Reinforcement Learning via Neuromodulation.

Sebastian Lee, Samuel Liebana Garcia, Claudia Clopath, Will Dabney

CoRR, 2024

2023

Synaptic weights that correlate with presynaptic selectivity increase decoding performance.

Júlia V. Gallinaro, Benjamin Scholl, Claudia Clopath

PLoS Comput. Biol., 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

AI for the Social Good (Dagstuhl Seminar 22091).

Claudia Clopath, Ruben De Winne, Tom Schaul

Dagstuhl Reports, 2022

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution.

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

CoRR, 2022

Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation.

Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew M. Saxe

Proceedings of the International Conference on Machine Learning, 2022

When Does Re-initialization Work?

Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu

Proceedings of the Proceedings on "I Can't Believe It's Not Better!, 2022

2021

Separable actions of acetylcholine and noradrenaline on neuronal ensemble formation in hippocampal CA3 circuits.

Luke Y. Prince, Travis Bacon, Rachel Humphries, Krasimira Tsaneva-Atanasova, Claudia Clopath, Jack R. Mellor

PLoS Comput. Biol., 2021

Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons.

Amadeus Maes, Mauricio Barahona, Claudia Clopath

PLoS Comput. Biol., 2021

Memories in a network with excitatory and inhibitory plasticity are encoded in the spiking irregularity.

Júlia V. Gallinaro, Claudia Clopath

PLoS Comput. Biol., 2021

Neural manifold under plasticity in a goal driven learning behaviour.

Barbara Feulner, Claudia Clopath

PLoS Comput. Biol., 2021

The functional role of sequentially neuromodulated synaptic plasticity in behavioural learning.

Grace Wan Yu Ang, Clara S. Tang, Y. Audrey Hay, Sara Zannone, Ole Paulsen, Claudia Clopath

PLoS Comput. Biol., 2021

A study on the plasticity of neural networks.

Tudor Berariu, Wojciech Czarnecki, Soham De, Jörg Bornschein, Samuel L. Smith, Razvan Pascanu, Claudia Clopath

CoRR, 2021

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

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

CoRR, 2021

Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective.

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

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

The interplay between somatic and dendritic inhibition promotes the emergence and stabilization of place fields.

Victor Pedrosa, Claudia Clopath

PLoS Comput. Biol., 2020

Learning spatiotemporal signals using a recurrent spiking network that discretizes time.

Amadeus Maes, Mauricio Barahona, Claudia Clopath

PLoS Comput. Biol., 2020

Continual Reinforcement Learning with Multi-Timescale Replay.

Christos Kaplanis, Claudia Clopath, Murray Shanahan

CoRR, 2020

2019

Synaptic plasticity onto inhibitory neurons as a mechanism for ocular dominance plasticity.

Jacopo Bono, Claudia Clopath

PLoS Comput. Biol., 2019

AI for the Social Good (Dagstuhl Seminar 19082).

Claudia Clopath, Ruben De Winne, Mohammad Emtiyaz Khan, Tom Schaul

Dagstuhl Reports, 2019

Deep Reinforcement Learning for Subpixel Neural Tracking.

Tianhong Dai, Magda Dubois, Kai Arulkumaran, Jonathan Campbell, Cher Bass, Benjamin Billot, Fatmatülzehra Uslu, Vincenzo De Paola, Claudia Clopath, Anil Anthony Bharath

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Image Synthesis with a Convolutional Capsule Generative Adversarial Network.

Cher Bass, Tianhong Dai, Benjamin Billot, Kai Arulkumaran, Antonia Creswell, Claudia Clopath, Vincenzo De Paola, Anil Anthony Bharath

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Policy Consolidation for Continual Reinforcement Learning.

Christos Kaplanis, Murray Shanahan, Claudia Clopath

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Gap junction plasticity as a mechanism to regulate network-wide oscillations.

Guillaume Pernelle, Wilten Nicola, Claudia Clopath

PLoS Comput. Biol., 2018

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

Hamid Soleimani, Wilten Nicola, Claudia Clopath, Emmanuel M. Drakakis

CoRR, 2018

Continual Reinforcement Learning with Complex Synapses.

Christos Kaplanis, Murray Shanahan, Claudia Clopath

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

From homeostasis to behavior: Balanced activity in an exploration of embodied dynamic environmental-neural interaction.

Peter J. Hellyer, Claudia Clopath, Angie A. Kehagia, Federico E. Turkheimer, Robert Leech

PLoS Comput. Biol., 2017

2016

Local inhibitory plasticity tunes macroscopic brain dynamics and allows the emergence of functional brain networks.

Peter J. Hellyer, Barbara Jachs, Claudia Clopath, Robert Leech

NeuroImage, 2016

Overcoming catastrophic forgetting in neural networks.

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

CoRR, 2016

2015

Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity.

Sadra Sadeh, Claudia Clopath, Stefan Rotter

PLoS Comput. Biol., 2015

2014

Long-Term Plasticity, Biophysical Models.

Claudia Clopath

Proceedings of the Encyclopedia of Computational Neuroscience, 2014

2013

Optimal Properties of Analog Perceptrons with Excitatory Weights.

Claudia Clopath, Nicolas Brunel

PLoS Comput. Biol., 2013

2012

Storage of Correlated Patterns in Standard and Bistable Purkinje Cell Models.

Claudia Clopath, Jean-Pierre Nadal, Nicolas Brunel

PLoS Comput. Biol., 2012

2008

Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression.

Claudia Clopath, Lorric Ziegler, Eleni Vasilaki, Lars Büsing, Wulfram Gerstner

PLoS Comput. Biol., 2008

Firing patterns in the adaptive exponential integrate-and-fire model.

Richard Naud, Nicolas Marcille, Claudia Clopath, Wulfram Gerstner

Biol. Cybern., 2008

2007

Predicting neuronal activity with simple models of the threshold type: Adaptive Exponential Integrate-and-Fire model with two compartments.

Claudia Clopath, Renaud Jolivet, Alexander Rauch, Hans-Rudolf Lüscher, Wulfram Gerstner

Neurocomputing, 2007

An online Hebbian learning rule that performs Independent Component Analysis.

Claudia Clopath, André Longtin, Wulfram Gerstner

Proceedings of the Advances in Neural Information Processing Systems 20, 2007