Enrichment of Automatically Generated Texts Using Metaphor. - Raquel Hervás; Rui Ponte Costa; Hugo Costa; Pablo Gervás; Francisco C. Pereira (MICAI, 2007)

Hyponymy Extraction and Web Search Behavior Analysis Based on Query Reformulation. - Rui Ponte Costa; Nuno Seco (IBERAMIA, 2008)

Epileptic Seizure Classification Using Neural Networks with 14 Features. - Rui Ponte Costa; Pedro Oliveira; Guilherme Silva Rodrigues; Bruno Leitão; António Dourado (KES (2), 2008)

Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits. - Rui Ponte Costa; Jesper Sjöström; Mark C. W. van Rossum (Frontiers Comput. Neurosci., 2013)

Cortical microcircuits as gated-recurrent neural networks. - Rui Ponte Costa; Yannis M. Assael; Brendan Shillingford; Nando de Freitas; Tim P. Vogels (NIPS, 2017)

Dendritic cortical microcircuits approximate the backpropagation algorithm. - João Sacramento; Rui Ponte Costa; Yoshua Bengio; Walter Senn (NeurIPS, 2018)

Dendritic error backpropagation in deep cortical microcircuits. - João Sacramento; Rui Ponte Costa; Yoshua Bengio; Walter Senn (CoRR, 2018)

The role of Disentanglement in Generalisation. - Milton Llera Montero; Casimir J. H. Ludwig; Rui Ponte Costa; Gaurav Malhotra; Jeffrey S. Bowers (ICLR, 2021)

Cortico-cerebellar networks as decoupling neural interfaces. - Joseph Pemberton; Ellen Boven; Richard Apps; Rui Ponte Costa (NeurIPS, 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 001; Blake A. Richards; Cristina Savin; Katharina Anna Wilmes (CoRR, 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)

Single-phase deep learning in cortico-cortical networks. - Will Greedy; Heng Wei Zhu; Joseph Pemberton; Jack Mellor; Rui Ponte Costa (NeurIPS, 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 (NeurIPS, 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)

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)

Dynamical similarity analysis uniquely captures how computations develop in RNNs. - Quentin Guilhot; Jascha Achterberg; Michal Wójcik; Rui Ponte Costa (CoRR, 2024)

BP(λ): Online Learning via Synthetic Gradients. - Joseph Pemberton; Rui Ponte Costa (Trans. Mach. Learn. Res., 2024)

Brain-Like Processing Pathways Form in Models With Heterogeneous Experts. - Jack Cook; Danyal Akarca; Rui Ponte Costa; Jascha Achterberg (CoRR, 2025)