Rui Ponte Costa

According to our database, Rui Ponte Costa authored at least 17 papers between 2007 and 2024.

Collaborative distances:

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

2024

BP(λ): Online Learning via Synthetic Gradients.

Joseph Pemberton, Rui Ponte Costa

Trans. Mach. Learn. Res., 2024

Dynamical similarity analysis uniquely captures how computations develop in RNNs.

Quentin Guilhot, Jascha Achterberg, Michal Wójcik, Rui Ponte Costa

CoRR, 2024

2022

Pre- and postsynaptically expressed spike-timing-dependent plasticity contribute differentially to neuronal learning.

Beatriz Eymi Pimentel Mizusaki, Sally Si Ying Li, Rui Ponte Costa, Per Jesper Sjöström

PLoS Comput. Biol., 2022

Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation.

Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra

CoRR, 2022

Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation.

Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Single-phase deep learning in cortico-cortical networks.

Will Greedy, Heng Wei Zhu, Joseph Pemberton, Jack Mellor, Rui Ponte Costa

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Learning offline: memory replay in biological and artificial reinforcement learning.

Emma L. Roscow, Raymond Chua, Rui Ponte Costa, Matt W. Jones, Nathan F. Lepora

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

Cortico-cerebellar networks as decoupling neural interfaces.

Joseph Pemberton, Ellen Boven, Richard Apps, Rui Ponte Costa

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

The role of Disentanglement in Generalisation.

Milton Llera Montero, Casimir J. H. Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey S. Bowers

Proceedings of the 9th International Conference on Learning Representations, 2021

2018

Dendritic error backpropagation in deep cortical microcircuits.

João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn

CoRR, 2018

Dendritic cortical microcircuits approximate the backpropagation algorithm.

João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Cortical microcircuits as gated-recurrent neural networks.

Rui Ponte Costa, Yannis M. Assael, Brendan Shillingford, Nando de Freitas, Tim P. Vogels

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2013

Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits.

Rui Ponte Costa, Jesper Sjöström, Mark C. W. van Rossum

Frontiers Comput. Neurosci., 2013

2008

Epileptic Seizure Classification Using Neural Networks with 14 Features.

Rui Ponte Costa, Pedro Oliveira, Guilherme Silva Rodrigues, Bruno Leitão, António Dourado

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Hyponymy Extraction and Web Search Behavior Analysis Based on Query Reformulation.

Rui Ponte Costa, Nuno Seco

Proceedings of the Advances in Artificial Intelligence, 2008

2007

Enrichment of Automatically Generated Texts Using Metaphor.

Raquel Hervás, Rui Ponte Costa, Hugo Costa, Pablo Gervás, Francisco C. Pereira

Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007