Articles with public access mandates - Pedro J. GoncalvesLearn more
Not available anywhere: 1
Dysbiosis and associated stool features improve prediction of response to biological therapy in inflammatory bowel disease
C Caenepeel, G Falony, K Machiels, B Verstockt, PJ Goncalves, ...
Gastroenterology 166 (3), 483-495, 2024
Mandates: National Fund for Scientific Research, Belgium, European Commission
Available somewhere: 21
Flexible statistical inference for mechanistic models of neural dynamics
JM Lueckmann, PJ Goncalves, G Bassetto, K Öcal, M Nonnenmacher, ...
Advances in neural information processing systems 30, 2017
Mandates: German Research Foundation
Training deep neural density estimators to identify mechanistic models of neural dynamics
PJ Gonçalves, JM Lueckmann, M Deistler, M Nonnenmacher, K Öcal, ...
Elife 9, e56261, 2020
Mandates: German Research Foundation, UK Biotechnology and Biological Sciences …
Benchmarking simulation-based inference
JM Lueckmann, J Boelts, D Greenberg, P Goncalves, J Macke
International conference on artificial intelligence and statistics, 343-351, 2021
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
Benchmarking microbiome transformations favors experimental quantitative approaches to address compositionality and sampling depth biases
V Lloréns-Rico, S Vieira-Silva, PJ Gonçalves, G Falony, J Raes
Nature communications 12 (1), 3562, 2021
Mandates: National Fund for Scientific Research, Belgium, Research Foundation (Flanders)
Truncated proposals for scalable and hassle-free simulation-based inference
M Deistler, PJ Goncalves, JH Macke
Advances in Neural Information Processing Systems 35, 23135-23149, 2022
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
The geometry of robustness in spiking neural networks
N Calaim, FA Dehmelt, PJ Gonçalves, CK Machens
Elife 11, e73276, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal
Optogenetic perturbations reveal the dynamics of an oculomotor integrator
PJ Gonçalves, AB Arrenberg, B Hablitzel, H Baier, CK Machens
Frontiers in neural circuits 8, 10, 2014
Mandates: US National Institutes of Health, German Research Foundation, National …
Energy efficient network activity from disparate circuit parameters
M Deistler, JH Macke*, PJ Gonçalves*
Proceedings of the National Academy of Sciences 119 (44), e2207632119, 2022
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
Integration of sleep homeostasis and navigation in Drosophila
A Flores-Valle, PJ Gonçalves, JD Seelig
PLoS Computational Biology 17 (7), e1009088, 2021
Mandates: German Research Foundation
Sustained activation of PV+ interneurons in core auditory cortex enables robust divisive gain control for complex and naturalistic stimuli
T Gothner, PJ Gonçalves, M Sahani, JF Linden, KJ Hildebrandt
Cerebral Cortex 31 (5), 2364-2381, 2021
Mandates: German Research Foundation, UK Biotechnology and Biological Sciences …
Modeling conditional distributions of neural and behavioral data with masked variational autoencoders
A Schulz, J Vetter, R Gao, D Morales, V Lobato-Rios, P Ramdya, ...
bioRxiv, 2024.04. 19.590082, 2024
Mandates: Swiss National Science Foundation, European Commission, Human Frontier …
Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference
B Confavreux, P Ramesh, PJ Goncalves, JH Macke, T Vogels
Advances in Neural Information Processing Systems 36, 13545-13558, 2023
Mandates: German Research Foundation, European Commission, Federal Ministry of …
Combined statistical-mechanistic modeling links ion channel genes to physiology of cortical neuron types
Y Bernaerts, M Deistler, PJ Gonçalves, J Beck, M Stimberg, F Scala, ...
bioRxiv, 2023.03. 02.530774, 2023
Mandates: US National Institutes of Health, German Research Foundation, European …
Comparing neural simulations by neural density estimation
J Boelts, JM Lueckmann, PJ Goncalves, H Sprekeler, JH Macke
2019 Conference on Cognitive Computational Neuroscience. Berlin, Germany …, 2019
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
Indistinguishable network dynamics can emerge from unalike plasticity rules
P Ramesh, B Confavreux, PJ Gonçalves, TP Vogels, JH Macke
bioRxiv, 2023.11. 01.565168, 2023
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
Deep inverse modeling reveals dynamic-dependent invariances in neural circuit mechanisms
R Gao, M Deistler, A Schulz, PJ Gonçalves, JH Macke
Biorxiv, 2024.08. 21.608969, 2024
Mandates: European Commission
Model selection via neural density estimation
J Boelts, JM Lueckmann, P Goncalves, H Sprekeler, JH Macke
Conference in Cognitive Computing 2018, Hannover, Germany, 2018
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
26th annual computational neuroscience meeting (CNS* 2017): part 1
S Denham, P Poirazi, E De Schutter, K Friston, HK Chan, T Nowotny, ...
BMC Neuroscience 18, 1-14, 2017
Mandates: German Research Foundation, Federal Ministry of Education and Research …
Loom response in mouse superior colliculus depends on sensorimotor context
S Zucca, A Schulz, PJ Goncalves, JH Macke, AB Saleem, SG Solomon
bioRxiv, 2024.12. 06.627189, 2024
Mandates: UK Biotechnology and Biological Sciences Research Council, UK Research …
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