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Rui Ponte Costa
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2020 – today
- 2024
- [j3]Joseph Pemberton, Rui Ponte Costa:
BP(λ): Online Learning via Synthetic Gradients. Trans. Mach. Learn. Res. 2024 (2024) - [i10]Joseph Pemberton, Rui Ponte Costa:
BP(λ): Online Learning via Synthetic Gradients. CoRR abs/2401.07044 (2024) - [i9]Quentin Guilhot, Jascha Achterberg, Michal Wójcik, Rui Ponte Costa:
Dynamical similarity analysis uniquely captures how computations develop in RNNs. CoRR abs/2410.24070 (2024) - 2022
- [j2]Beatriz Eymi Pimentel Mizusaki
, Sally Si Ying Li
Pre- and postsynaptically expressed spike-timing-dependent plasticity contribute differentially to neuronal learning. PLoS Comput. Biol. 18(6) (2022) - [c9]Will Greedy, Heng Wei Zhu, Joseph Pemberton, Jack Mellor, Rui Ponte Costa:
Single-phase deep learning in cortico-cortical networks. NeurIPS 2022 - [c8]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 - [i8]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 abs/2204.02283 (2022) - [i7]Will Greedy, Heng Wei Zhu, Joseph Pemberton, Jack Mellor, Rui Ponte Costa
Single-phase deep learning in cortico-cortical networks. CoRR abs/2206.11769 (2022) - 2021
- [c7]Milton Llera Montero, Casimir J. H. Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey S. Bowers:
The role of Disentanglement in Generalisation. ICLR 2021 - [c6]Joseph Pemberton, Ellen Boven, Richard Apps, Rui Ponte Costa:
Cortico-cerebellar networks as decoupling neural interfaces. NeurIPS 2021: 7745-7759 - [i6]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 abs/2105.05382 (2021) - [i5]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 abs/2109.10034 (2021) - [i4]Joseph Pemberton, Ellen Boven, Richard Apps
Cortico-cerebellar networks as decoupling neural interfaces. CoRR abs/2110.11501 (2021)
2010 – 2019
- 2018
- [c5]João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn:
Dendritic cortical microcircuits approximate the backpropagation algorithm. NeurIPS 2018: 8735-8746 - [i3]João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn:
Dendritic error backpropagation in deep cortical microcircuits. CoRR abs/1801.00062 (2018) - [i2]João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn:
Dendritic cortical microcircuits approximate the backpropagation algorithm. CoRR abs/1810.11393 (2018) - 2017
- [c4]Rui Ponte Costa, Yannis M. Assael, Brendan Shillingford, Nando de Freitas, Tim P. Vogels:
Cortical microcircuits as gated-recurrent neural networks. NIPS 2017: 272-283 - [i1]Rui Ponte Costa
Cortical microcircuits as gated-recurrent neural networks. CoRR abs/1711.02448 (2017) - 2013
- [j1]Rui Ponte Costa
Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits. Frontiers Comput. Neurosci. 7: 75 (2013)
2000 – 2009
- 2008
- [c3]Rui Ponte Costa
Hyponymy Extraction and Web Search Behavior Analysis Based on Query Reformulation. IBERAMIA 2008: 332-341 - [c2]Rui Ponte Costa
Epileptic Seizure Classification Using Neural Networks with 14 Features. KES (2) 2008: 281-288 - 2007
- [c1]Raquel Hervás, Rui Ponte Costa
Enrichment of Automatically Generated Texts Using Metaphor. MICAI 2007: 944-954
Coauthor Index
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