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
João SacramentoETH Zurich, SwitzerlandVerified email at joaosacramento.com
Bruno DireitoCentre for Informatics and Systems of the University of CoimbraVerified email at uc.pt
Milton MonteroPostdoctoral Researcher. REAL Lab, IT University of CopenhagenVerified email at itu.dk
Mark van RossumUniversity of NottinghamVerified email at nottingham.ac.uk
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Walter SennUniversität BernVerified email at unibe.ch
Björn SchelterUniversity of AberdeenVerified email at abdn.ac.uk
Joseph PembertonPhD student, University of BirstolVerified email at bristol.ac.uk
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
Robert FroemkeNYU School of MedicineVerified email at med.nyu.edu
Casimir LudwigSchool of Psychological Science, University of BristolVerified email at bristol.ac.uk
Gaurav MalhotraResearch Fellow, School of Psychological Sciences, University of BristolVerified email at bristol.ac.uk
Jeffrey BowersPsychology 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

Rui Ponte Costa

Group Leader, University of Oxford

Verified email at dpag.ox.ac.uk - Homepage

Computational Neuroscience Learning Cortical Circuits Systems 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	786	2019
Dendritic cortical microcircuits approximate the backpropagation algorithm J Sacramento, RP Costa, Y Bengio, W Senn Advances in Neural Information Processing Systems, 2018	293	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	153	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	104	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	90	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	88	2017
Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits RP Costa, PJ Sjöström, MCW van Rossum Frontiers in Computational Neuroscience 7, 2013	76	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	69	2008
The role of disentanglement in generalisation ML Montero, C Ludwig, RP Costa, G Malhotra, J Bowers Proceedings of International Conference on Learning Representations, 2021	67	2021
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	62	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	60	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	58	2015
Dendritic error backpropagation in deep cortical microcircuits J Sacramento, RP Costa, Y Bengio, W Senn arXiv preprint arXiv:1801.00062, 2017	46	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	42	2017
Computational roles of plastic probabilistic synapses ML Montero, J Sacramento, RP Costa Current Opinion in Neurobiology 54, 90-97, 2019	28	2019
One cell to rule them all, and in the dendrites bind them RP Costa, PJ Sjöström Frontiers in synaptic neuroscience 3, 5, 2011	28	2011
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	24	2007
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
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	17	2022

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