Costa, Rui Ponte

7 publications

NeurIPS 2025 Brain-like Processing Pathways Form in Models with Heterogeneous Experts Jack Cook, Danyal Akarca, Rui Ponte Costa, Jascha Achterberg

TMLR 2024 BP($\mathbf{\lambda}$): Online Learning via Synthetic Gradients Joseph Oliver Pemberton, Rui Ponte Costa

NeurIPS 2022 Lost in Latent Space: Examining Failures of Disentangled Models at Combinatorial Generalisation Milton Montero, Jeffrey Bowers, Rui Ponte Costa, Casimir Ludwig, Gaurav Malhotra

NeurIPS 2022 Single-Phase Deep Learning in Cortico-Cortical Networks Will Greedy, Heng Wei Zhu, Joseph Pemberton, Jack Mellor, Rui Ponte Costa

NeurIPS 2021 Cortico-Cerebellar Networks as Decoupling Neural Interfaces Joseph Pemberton, Ellen Boven, Richard Apps, Rui Ponte Costa

ICLR 2021 The Role of Disentanglement in Generalisation Milton Llera Montero, Casimir JH Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey Bowers

NeurIPS 2018 Dendritic Cortical Microcircuits Approximate the Backpropagation Algorithm João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn