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A deep learning framework for neuroscience

Nature neuroscience, 2019-11, Vol.22 (11), p.1761-1770

2019

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Cerebro-cerebellar networks facilitate learning through feedback decoupling

Nature communications, 2023-01, Vol.14 (1), p.51-51, Article 51

2023

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Computational roles of plastic probabilistic synapses

Current opinion in neurobiology, 2019-02, Vol.54, p.90-97

2019

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Differential Regulation of Evoked and Spontaneous Release by Presynaptic NMDA Receptors

Neuron (Cambridge, Mass.), 2017-11, Vol.96 (4), p.839-855.e5

2017

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Learning offline: memory replay in biological and artificial reinforcement learning

Trends in neurosciences (Regular ed.), 2021-10, Vol.44 (10), p.808-821

2021

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Pre- and postsynaptically expressed spike-timing-dependent plasticity contribute differentially to neuronal learning

PLoS computational biology, 2022-06, Vol.18 (6), p.e1009409-e1009409

2022

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Synaptic Transmission Optimization Predicts Expression Loci of Long-Term Plasticity

Neuron (Cambridge, Mass.), 2017-09, Vol.96 (1), p.177-189.e7

2017

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Distributional coding of associative learning in discrete populations of midbrain dopamine neurons

Cell reports (Cambridge), 2024-04, Vol.43 (4), p.114080-114080, Article 114080

2024

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Functional consequences of pre- and postsynaptic expression of synaptic plasticity

Philosophical transactions of the Royal Society of London. Series B. Biological sciences, 2017-03, Vol.372 (1715), p.20160153

2017

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The short-term plasticity of VIP interneurons in motor cortex

Frontiers in synaptic neuroscience, 2024-08, Vol.16, p.1433977

2024

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Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning

eLife, 2015-08, Vol.4

2015

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Developmental depression-to-facilitation shift controls excitation-inhibition balance

Communications biology, 2022-08, Vol.5 (1), p.873-873, Article 873

2022

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Target-cell-specific short-term plasticity in local circuits

Frontiers in synaptic neuroscience, 2013-12, Vol.5, p.11-11

2013

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Model-Based Inference of Synaptic Transmission

Frontiers in synaptic neuroscience, 2019-08, Vol.11, p.21

2019

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Correction: Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning

eLife, 2015-10, Vol.4, p.e11988-e11988

2015

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Current State and Future Directions for Learning in Biological Recurrent Neural Networks: A Perspective Piece

Neurons, behavior, data analysis, and theory, 2022-04, Vol.1

2022

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Optimization of synaptic transmission during long-term plasticity explains expression loci

Frontiers in neuroinformatics, 2016, Vol.10

2016

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Modelling short and long-term synaptic plasticity in neocortical microcircuits

Costa, Rui Ponte

2015

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New Mechanisms of Flucytosine Resistance in C. glabrata Unveiled by a Chemogenomics Analysis in S. cerevisiae

PloS one, 2015-08, Vol.10 (8), p.e0135110-e0135110

2015

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Streptococcus canis Are a Single Population Infecting Multiple Animal Hosts Despite the Diversity of the Universally Present M-Like Protein SCM

Frontiers in microbiology, 2019-03, Vol.10, p.631-631

2019

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Changes in emm types and superantigen gene content of Streptococcus pyogenes causing invasive infections in Portugal

Scientific reports, 2019-12, Vol.9 (1), p.18051-10, Article 18051

2019

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Seroprevalence of SARS-CoV-2 Infection in Portugal in May-July 2020: Results of the First National Serological Survey (ISNCOVID-19)

Acta medica portuguesa, 2021-02, Vol.34 (2), p.87-94

2021

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Streptococcus agalactiae Causing Neonatal Infections in Portugal (2005-2015): Diversification and Emergence of a CC17/PI-2b Multidrug Resistant Sublineage

Frontiers in microbiology, 2017-03, Vol.8, p.499-499

2017

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Serotype 3 Remains the Leading Cause of Invasive Pneumococcal Disease in Adults in Portugal (2012-2014) Despite Continued Reductions in Other 13-Valent Conjugate Vaccine Serotypes

Frontiers in microbiology, 2016-10, Vol.7, p.1616-1616

2016

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Portuguese recommendations for the use of ultrasound in rheumatology

Acta reumatológica portuguesa, 2019-01, Vol.44 (1), p.7

2019

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A deep learning framework for neuroscience

Cerebro-cerebellar networks facilitate learning through feedback decoupling

Computational roles of plastic probabilistic synapses

Differential Regulation of Evoked and Spontaneous Release by Presynaptic NMDA Receptors

Learning offline: memory replay in biological and artificial reinforcement learning

Pre- and postsynaptically expressed spike-timing-dependent plasticity contribute differentially to neuronal learning

Synaptic Transmission Optimization Predicts Expression Loci of Long-Term Plasticity

Distributional coding of associative learning in discrete populations of midbrain dopamine neurons

Functional consequences of pre- and postsynaptic expression of synaptic plasticity

The short-term plasticity of VIP interneurons in motor cortex

Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning

Developmental depression-to-facilitation shift controls excitation-inhibition balance

Target-cell-specific short-term plasticity in local circuits

Model-Based Inference of Synaptic Transmission

Correction: Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning

Current State and Future Directions for Learning in Biological Recurrent Neural Networks: A Perspective Piece

Optimization of synaptic transmission during long-term plasticity explains expression loci

Modelling short and long-term synaptic plasticity in neocortical microcircuits

New Mechanisms of Flucytosine Resistance in C. glabrata Unveiled by a Chemogenomics Analysis in S. cerevisiae

Streptococcus canis Are a Single Population Infecting Multiple Animal Hosts Despite the Diversity of the Universally Present M-Like Protein SCM

Changes in emm types and superantigen gene content of Streptococcus pyogenes causing invasive infections in Portugal

Seroprevalence of SARS-CoV-2 Infection in Portugal in May-July 2020: Results of the First National Serological Survey (ISNCOVID-19)

Streptococcus agalactiae Causing Neonatal Infections in Portugal (2005-2015): Diversification and Emergence of a CC17/PI-2b Multidrug Resistant Sublineage

Serotype 3 Remains the Leading Cause of Invasive Pneumococcal Disease in Adults in Portugal (2012-2014) Despite Continued Reductions in Other 13-Valent Conjugate Vaccine Serotypes

Portuguese recommendations for the use of ultrasound in rheumatology

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