A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature Neuroscience 22 (11), 1761-1770, 2019 | 927 | 2019 |
Dendritic cortical microcircuits approximate the backpropagation algorithm J Sacramento, RP Costa, Y Bengio, W Senn Advances in Neural Information Processing Systems, 2018 | 333 | 2018 |
Target-specific expression of presynaptic NMDA receptors in neocortical microcircuits KA Buchanan, AV Blackman, AW Moreau, D Elgar, RP Costa, T Lalanne, ... Neuron 75 (3), 451-466, 2012 | 161 | 2012 |
EPILAB: A software package for studies on the prediction of epileptic seizures CA Teixeira, B Direito, H Feldwisch-Drentrup, M Valderrama, RP Costa, ... Journal of neuroscience methods 200 (2), 257-271, 2011 | 113 | 2011 |
Target-cell-specific short-term plasticity in local circuits AV Blackman, T Abrahamsson, RP Costa, T Lalanne, PJ Sjöström Frontiers in synaptic neuroscience 5, 11, 2013 | 99 | 2013 |
Differential regulation of evoked and spontaneous release by presynaptic NMDA receptors T Abrahamsson, CYC Chou, SY Li, A Mancino, RP Costa, JA Brock, ... Neuron 96 (4), 839-855. e5, 2017 | 96 | 2017 |
The role of disentanglement in generalisation ML Montero, C Ludwig, RP Costa, G Malhotra, J Bowers Proceedings of International Conference on Learning Representations, 2021 | 90 | 2021 |
Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits RP Costa, PJ Sjöström, MCW van Rossum Frontiers in Computational Neuroscience 7, 2013 | 78 | 2013 |
Epileptic seizure classification using neural networks with 14 features RP Costa, P Oliveira, G Rodrigues, B Leitao, A Dourado Knowledge-Based Intelligent Information and Engineering Systems, 281-288, 2008 | 73 | 2008 |
Functional consequences of pre- and postsynaptic expression of synaptic plasticity RP Costa, BEP Mizusaki, PJ Sjostrom, MCW van Rossum Phil. Trans. R. Soc. B, 2017 | 66 | 2017 |
Cortical microcircuits as gated-recurrent neural networks RP Costa, YM Assael, B Shillingford, N de Freitas, TP Vogels Advances in Neural Information Processing Systems, 271-282, 2017 | 65 | 2017 |
Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning RP Costa, RC Froemke, PJ Sjöström, MCW van Rossum eLife 4, e09457, 2015 | 60 | 2015 |
Dendritic error backpropagation in deep cortical microcircuits J Sacramento, RP Costa, Y Bengio, W Senn arXiv preprint arXiv:1801.00062, 2017 | 48 | 2017 |
Synaptic transmission optimization predicts expression loci of long-term plasticity RP Costa, Z Padamsey, JA D’Amour, NJ Emptage, RC Froemke, ... Neuron 96 (1), 177-189. e7, 2017 | 44 | 2017 |
One cell to rule them all, and in the dendrites bind them RP Costa, PJ Sjöström Frontiers in synaptic neuroscience 3, 5, 2011 | 30 | 2011 |
Computational roles of plastic probabilistic synapses ML Montero, J Sacramento, RP Costa Current Opinion in Neurobiology 54, 90-97, 2019 | 29 | 2019 |
Learning offline: memory replay in biological and artificial reinforcement learning EL Roscow, R Chua, RP Costa, MW Jones, N Lepora Trends in neurosciences 44 (10), 808-821, 2021 | 25 | 2021 |
Enrichment of automatically generated texts using metaphor R Hervás, RP Costa, H Costa, P Gervás, FC Pereira Mexican International Conference on Artificial Intelligence, 944-954, 2007 | 25 | 2007 |
Single-phase deep learning in cortico-cortical networks W Greedy, HW Zhu, J Pemberton, J Mellor, RP Costa Advances in Neural Information Processing Systems, 2022 | 24 | 2022 |
Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation M Montero, J Bowers, RP Costa, C Ludwig, G Malhotra Advances in Neural Information Processing Systems 35, 10136-10149, 2022 | 23* | 2022 |