Rui Ponte Costa

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 17

Top Topics

Thalamic Nuclei

Recurrent Neural Networks

Backpropagation Algorithm

Top Venues

Publications

Joseph Pemberton, Rui Ponte Costa
BP(λ): Online Learning via Synthetic Gradients. CoRR (2024)
Joseph Pemberton, Rui Ponte Costa
BP(λ): Online Learning via Synthetic Gradients. Trans. Mach. Learn. Res. 2024 (2024)
Will Greedy, Heng Wei Zhu, Joseph Pemberton, Jack Mellor, Rui Ponte Costa
Single-phase deep learning in cortico-cortical networks. NeurIPS (2022)
Will Greedy, Heng Wei Zhu, Joseph Pemberton, Jack Mellor, Rui Ponte Costa
Single-phase deep learning in cortico-cortical networks. CoRR (2022)
Beatriz Eymi Pimentel Mizusaki, Sally Si Ying Li, Rui Ponte Costa, Per Jesper Sjöström
Pre- and postsynaptically expressed spike-timing-dependent plasticity contribute differentially to neuronal learning. PLoS Comput. Biol. 18 (6) (2022)
Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra
Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation. NeurIPS (2022)
Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra
Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation. CoRR (2022)
Joseph Pemberton, Ellen Boven, Richard Apps, Rui Ponte Costa
Cortico-cerebellar networks as decoupling neural interfaces. CoRR (2021)
Joseph Pemberton, Ellen Boven, Richard Apps, Rui Ponte Costa
Cortico-cerebellar networks as decoupling neural interfaces. NeurIPS (2021)
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
CCN GAC Workshop: Issues with learning in biological recurrent neural networks. CoRR (2021)
Milton Llera Montero, Casimir JH Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey Bowers
The role of Disentanglement in Generalisation. ICLR (2021)
Emma L. Roscow, Raymond Chua, Rui Ponte Costa, Matt W. Jones, Nathan F. Lepora
Learning offline: memory replay in biological and artificial reinforcement learning. CoRR (2021)
João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn
Dendritic error backpropagation in deep cortical microcircuits. CoRR (2018)
João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn
Dendritic cortical microcircuits approximate the backpropagation algorithm. NeurIPS (2018)
João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn
Dendritic cortical microcircuits approximate the backpropagation algorithm. CoRR (2018)
Rui Ponte Costa, Yannis M. Assael, Brendan Shillingford, Nando de Freitas, Tim P. Vogels
Cortical microcircuits as gated-recurrent neural networks. CoRR (2017)
Rui Ponte Costa, Yannis M. Assael, Brendan Shillingford, Nando de Freitas, Tim P. Vogels
Cortical microcircuits as gated-recurrent neural networks. NIPS (2017)
Rui Ponte Costa, Jesper Sjöström, Mark C. W. van Rossum
Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits. Frontiers Comput. Neurosci. 7 (2013)
Rui Ponte Costa, Nuno Seco
Hyponymy Extraction and Web Search Behavior Analysis Based on Query Reformulation. IBERAMIA (2008)
Rui Ponte Costa, Pedro Oliveira, Guilherme Rodrigues, Bruno Leitão, António Dourado
Epileptic Seizure Classification Using Neural Networks with 14 Features. KES (2) (2008)
Raquel Hervás, Rui Ponte Costa, Hugo Costa, Pablo Gervás, Francisco C. Pereira
Enrichment of Automatically Generated Texts Using Metaphor. MICAI (2007)