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Rui Ponte Costa
Rui Ponte Costa
Assistant Professor & Group Leader, University of Bristol, UK
Verified email at bristol.ac.uk - Homepage
Title
Cited by
Cited by
Year
A deep learning framework for neuroscience
BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ...
Nature Neuroscience 22 (11), 1761-1770, 2019
4402019
Dendritic cortical microcircuits approximate the backpropagation algorithm
J Sacramento, RP Costa, Y Bengio, W Senn
Advances in Neural Information Processing Systems, 2018
1832018
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
1382012
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
932011
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
792013
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
692017
Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits
RP Costa, PJ Sjöström, MCW van Rossum
Frontiers in Computational Neuroscience 7, 2013
692013
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
642008
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
552017
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
542015
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
502017
Dendritic error backpropagation in deep cortical microcircuits
J Sacramento, RP Costa, Y Bengio, W Senn
arXiv preprint arXiv:1801.00062, 2017
432017
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
312017
The role of disentanglement in generalisation
ML Montero, C Ludwig, RP Costa, G Malhotra, J Bowers
Proceedings of International Conference on Learning Representations, 2021
242021
One cell to rule them all, and in the dendrites bind them
RP Costa, PJ Sjöström
Frontiers in synaptic neuroscience 3, 5, 2011
242011
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
232007
Computational roles of plastic probabilistic synapses
ML Montero, J Sacramento, RP Costa
Current Opinion in Neurobiology 54, 90-97, 2019
212019
Hyponymy extraction and web search behavior analysis based on query reformulation
RP Costa, N Seco
Ibero-American Conference on Artificial Intelligence, 332-341, 2008
202008
Model-based inference of synaptic transmission
OS Bykowska, C Gontier, AL Sax, DW Jia, M Llera-Montero, AD Bird, ...
Frontiers in Synaptic Neuroscience 11, 21, 2019
72019
A computational environment for long-term multi-feature and multi-algorithm seizure prediction
CA Teixeira, B Direito, RP Costa, M Valderrama, H Feldwisch-Drentrup, ...
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
52010
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