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 BlackmanGovernment Science and EngineeringVerified email at go-science.gsi.gov.uk
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
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
Robert FroemkeNYU School of MedicineVerified email at med.nyu.edu
Tim P. VogelsInstitute of Science and Technology, AustriaVerified email at ist.ac.at
C.A. TeixeiraAssociate Professor-DEI-CISUC-University of CoimbraVerified email at dei.uc.pt
Stavros D. NikolopoulosDepartment of Computer Science and Engineering, University of IoanninaVerified email at cs.uoi.gr
Mario ValderramaProfesor Asociado, Departamento de Ingeniería Biomédica, Universidad de Los AndesVerified email at uniandes.edu.co
Milton L. MonteroPsycholgy PGR, University of BristolVerified email at bristol.ac.uk
Catalina Alvarado-Rojas, PhDAssistant Professor, Department of Electronics Engineering, Pontificia Universidad Javeriana, BogotáVerified email at javeriana.edu.co
Jens TimmerVerified email at uni-freiburg.de
Nando de FreitasCIFAR & DeepMindVerified email at google.com
Yannis AssaelResearch Scientist, Google DeepMindVerified email at google.com
Brendan ShillingfordDeepMindVerified email at cs.ox.ac.uk

Rui Ponte Costa

Lecturer (Assistant Professor), University of Bristol

Verified email at bristol.ac.uk - Homepage

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	181	2019
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	119	2012
Dendritic cortical microcircuits approximate the backpropagation algorithm J Sacramento, RP Costa, Y Bengio, W Senn Advances in Neural Information Processing Systems, 2018	108	2018
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	79	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	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	58	2008
Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits RP Costa, PJ Sjöström, MCW van Rossum Frontiers in Computational Neuroscience 7, 2013	56	2013
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	47	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	47	2015
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	45	2017
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	39	2017
Dendritic error backpropagation in deep cortical microcircuits J Sacramento, RP Costa, Y Bengio, W Senn arXiv preprint arXiv:1801.00062, 2017	34	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	28	2017
Hyponymy extraction and web search behavior analysis based on query reformulation RP Costa, N Seco Ibero-American Conference on Artificial Intelligence, 332-341, 2008	21	2008
One cell to rule them all, and in the dendrites bind them RP Costa, PJ Sjöström Frontiers in synaptic neuroscience 3, 5, 2011	20	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	20	2007
Computational roles of plastic probabilistic synapses ML Montero, J Sacramento, RP Costa Current Opinion in Neurobiology 54, 90-97, 2019	16	2019
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	4	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	4	2010
Pre- and postsynaptically expressed spiking-timing-dependent plasticity contribute differentially to neuronal learning BEP Mizusaki, SSY Li, RP Costa, J Sjöström bioRxiv, 450825, 2018	2	2018

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