Rui Ponte Costa

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Per Jesper SjöströmProfessor of Neuroscience, McGill UniversityVerified email at mcgill.ca
Antonio DouradoProfessor of Informatics Engeneering, University of CoimbraVerified email at dei.uc.pt
Arne BlackmanPfizerVerified email at pfizer.com
Mark van RossumUniversity of NottinghamVerified email at nottingham.ac.uk
Bruno DireitoInstitute of Nuclear Sciences Applied to HealthVerified email at uc.pt
João SacramentoInstitute of Neuroinformatics, ETH Zürich, SwitzerlandVerified email at joaosacramento.com
Björn SchelterUniversity of AberdeenVerified email at abdn.ac.uk
Robert FroemkeNYU School of MedicineVerified email at med.nyu.edu
Walter SennInstitut für Physiologie, Universität Bern, SwitzerlandVerified email at pyl.unibe.ch
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
C.A. TeixeiraAssociate Professor-DEI-CISUC-University of CoimbraVerified email at dei.uc.pt
Mario ValderramaProfesor Asociado, Departamento de Ingeniería Biomédica, Universidad de Los AndesVerified email at uniandes.edu.co
Tim P. VogelsInstitute of Science and Technology, AustriaVerified email at ist.ac.at
Milton L. MonteroPsycholgy PGR, University of BristolVerified email at bristol.ac.uk
Stavros D. NikolopoulosDepartment of Computer Science and Engineering, University of IoanninaVerified email at cs.uoi.gr
Jens TimmerVerified email at uni-freiburg.de
Catalina Alvarado-Rojas, PhDAssociate Professor, Department of Electronics Engineering, Pontificia Universidad Javeriana, BogotáVerified email at javeriana.edu.co
Keith MuraiMcGill UniversityVerified email at mcgill.ca
W Todd FarmerMcGill University Health CentreVerified email at mail.mcgill.ca
Nando de FreitasCIFAR & DeepMindVerified email at google.com

Rui Ponte Costa

Assistant Professor & Group Leader, University of Bristol, UK

Verified email at bristol.ac.uk - Homepage

Cortical Circuits Credit Assignment Systems Neuroscience Computational Neuroscience Machine Learning


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A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature Neuroscience 22 (11), 1761-1770, 2019	398	2019
Dendritic cortical microcircuits approximate the backpropagation algorithm J Sacramento, RP Costa, Y Bengio, W Senn Advances in Neural Information Processing Systems, 2018	173	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	136	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	90	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	73	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	66	2017
Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits RP Costa, PJ Sjöström, MCW van Rossum Frontiers in Computational Neuroscience 7, 2013	66	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	64	2008
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	52	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	51	2015
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	48	2017
Dendritic error backpropagation in deep cortical microcircuits J Sacramento, RP Costa, Y Bengio, W Senn arXiv preprint arXiv:1801.00062, 2017	41	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	30	2017
One cell to rule them all, and in the dendrites bind them RP Costa, PJ Sjöström Frontiers in synaptic neuroscience 3, 5, 2011	24	2011
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	23	2007
The role of disentanglement in generalisation ML Montero, C Ludwig, RP Costa, G Malhotra, J Bowers Proceedings of International Conference on Learning Representations, 2021	21	2021
Computational roles of plastic probabilistic synapses ML Montero, J Sacramento, RP Costa Current Opinion in Neurobiology 54, 90-97, 2019	21	2019
Hyponymy extraction and web search behavior analysis based on query reformulation RP Costa, N Seco Ibero-American Conference on Artificial Intelligence, 332-341, 2008	20	2008
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	7	2019
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	5	2010

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