Rui Ponte Costa

23 papers A* 5Journal 14Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Brain-Like Processing Pathways Form in Models With Heterogeneous Experts. CoRR Jack Cook, Danyal Akarca, Rui Ponte Costa, Jascha Achterberg
2024	J	`jnl`	BP(λ): Online Learning via Synthetic Gradients. CoRR Joseph Pemberton, Rui Ponte Costa
2024	J	`jnl`	BP(λ): Online Learning via Synthetic Gradients. Trans. Mach. Learn. Res. Joseph Pemberton, Rui Ponte Costa
2024	J	`jnl`	Dynamical similarity analysis uniquely captures how computations develop in RNNs. CoRR Quentin Guilhot, Jascha Achterberg, Michal Wójcik, Rui Ponte Costa
2022	J	`jnl`	Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation. CoRR Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra
2022	A*	`conf`	Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation. NeurIPS Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra
2022	J	`jnl`	Pre- and postsynaptically expressed spike-timing-dependent plasticity contribute differentially to neuronal learning. PLoS Comput. Biol. Beatriz Eymi Pimentel Mizusaki, Sally Si Ying Li, Rui Ponte Costa, Per Jesper Sjöström
2022	A*	`conf`	Single-phase deep learning in cortico-cortical networks. NeurIPS Will Greedy, Heng Wei Zhu, Joseph Pemberton, Jack Mellor, Rui Ponte Costa
2022	J	`jnl`	Single-phase deep learning in cortico-cortical networks. CoRR Will Greedy, Heng Wei Zhu, Joseph Pemberton, Jack Mellor, Rui Ponte Costa
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	A*	`conf`	Cortico-cerebellar networks as decoupling neural interfaces. NeurIPS Joseph Pemberton, Ellen Boven, Richard Apps, Rui Ponte Costa
2021	J	`jnl`	Cortico-cerebellar networks as decoupling neural interfaces. CoRR Joseph Pemberton, Ellen Boven, Richard Apps, Rui Ponte Costa
2021	J	`jnl`	Learning offline: memory replay in biological and artificial reinforcement learning. CoRR Emma L. Roscow, Raymond Chua, Rui Ponte Costa, Matt W. Jones, Nathan F. Lepora
2021	A*	`conf`	The role of Disentanglement in Generalisation. ICLR Milton Llera Montero, Casimir J. H. Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey S. Bowers
2018	A*	`conf`	Dendritic cortical microcircuits approximate the backpropagation algorithm. NeurIPS João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn
2018	J	`jnl`	Dendritic cortical microcircuits approximate the backpropagation algorithm. CoRR João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn
2018	J	`jnl`	Dendritic error backpropagation in deep cortical microcircuits. CoRR João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn
2017	—	`conf`	Cortical microcircuits as gated-recurrent neural networks. NIPS Rui Ponte Costa, Yannis M. Assael, Brendan Shillingford, Nando de Freitas, Tim P. Vogels
2017	J	`jnl`	Cortical microcircuits as gated-recurrent neural networks. CoRR Rui Ponte Costa, Yannis M. Assael, Brendan Shillingford, Nando de Freitas, Tim P. Vogels
2013	J	`jnl`	Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits. Frontiers Comput. Neurosci. Rui Ponte Costa, Jesper Sjöström, Mark C. W. van Rossum
2008	—	`conf`	Epileptic Seizure Classification Using Neural Networks with 14 Features. KES (2) Rui Ponte Costa, Pedro Oliveira, Guilherme Silva Rodrigues, Bruno Leitão, António Dourado
2008	—	`conf`	Hyponymy Extraction and Web Search Behavior Analysis Based on Query Reformulation. IBERAMIA Rui Ponte Costa, Nuno Seco
2007	—	`conf`	Enrichment of Automatically Generated Texts Using Metaphor. MICAI Raquel Hervás, Rui Ponte Costa, Hugo Costa, Pablo Gervás, Francisco C. Pereira