Artikel mit Open-Access-Mandaten - Rui Ponte CostaWeitere Informationen
Verfügbar: 28
A deep learning framework for neuroscience
BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ...
Nature Neuroscience 22 (11), 1761-1770, 2019
Mandate: UK Biotechnology and Biological Sciences Research Council, UK Medical …
Dendritic cortical microcircuits approximate the backpropagation algorithm
J Sacramento, RP Costa, Y Bengio, W Senn
Advances in Neural Information Processing Systems, 2018
Mandate: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung …
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
Mandate: Deutsche Forschungsgemeinschaft
The role of disentanglement in generalisation
ML Montero, C Ludwig, RP Costa, G Malhotra, J Bowers
Proceedings of International Conference on Learning Representations, 2021
Mandate: European Commission
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
Mandate: Canadian Institutes of Health Research, UK Biotechnology and Biological …
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
Mandate: Canadian Institutes of Health Research, Natural Sciences and Engineering …
Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits
RP Costa, PJ Sjöström, MCW van Rossum
Frontiers in Computational Neuroscience 7, 2013
Mandate: Canadian Institutes of Health Research, UK Engineering and Physical Sciences …
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
Mandate: UK Engineering and Physical Sciences Research Council, Wellcome Trust, UK …
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
Mandate: Canadian Institutes of Health Research, Natural Sciences and Engineering …
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
Mandate: US National Institutes of Health, Canadian Institutes of Health Research …
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
Mandate: US National Institutes of Health, Howard Hughes Medical Institute, UK …
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
Mandate: UK Engineering and Physical Sciences Research Council, Wellcome Trust
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
Mandate: European Commission
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
Mandate: Natural Sciences and Engineering Research Council of Canada, Wellcome Trust …
Computational roles of plastic probabilistic synapses
ML Montero, J Sacramento, RP Costa
Current Opinion in Neurobiology 54, 90-97, 2019
Mandate: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
Cerebro-cerebellar networks facilitate learning through feedback decoupling
E Boven*, J Pemberton*, P Chadderton, R Apps, RP Costa
Nature Communications, 2023
Mandate: UK Biotechnology and Biological Sciences Research Council, UK Engineering …
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
Mandate: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung …
Distributional coding of associative learning in discrete populations of midbrain dopamine neurons
R Avvisati, AK Kaufmann, CJ Young, GE Portlock, S Cancemi, RP Costa, ...
Cell Reports 43 (4), 114080, 2024
Mandate: UK Biotechnology and Biological Sciences Research Council, Parkinson's UK
Cortico-cerebellar networks as decoupling neural interfaces
J Pemberton, E Boven, R Apps, RP Costa
Advances in Neural Information Processing Systems, 2021
Mandate: UK Engineering and Physical Sciences Research Council, Wellcome Trust
Cerebellar-driven cortical dynamics enable task acquisition, switching and consolidation
J Pemberton, P Chadderton, RP Costa
bioRxiv, 2023
Mandate: UK Biotechnology and Biological Sciences Research Council, UK Engineering …
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