Pedro Luiz Coelho Rodrigues
- sbi reloaded: a toolkit for simulation-based inference workflows
2024/11/26 by Jan Boelts, Michael Deistler, Boelts, Jan +63 · 15 citations
Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Simulation Techniques and Applications
- HNPE: Leveraging Global Parameters for Neural Posterior Estimation
2021/02/12 by Pedro Luiz Coelho Rodrigues, Thomas Moreau, Rodrigues, Pedro L. C. +5 · 3 citations
Computer Science · Neuroscience · #Blind Source Separation Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Quantitative Methods (q-bio.QM)
- Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset
2018/11/22 by Erwan Vaineau, Alexandre Barachant, Vaineau, Erwan +9 · 3 citations
Neuroscience · #EEG and Brain-Computer Interfaces #Neural dynamics and brain function #Functional Brain Connectivity Studies
- Building Brain Invaders: EEG data of an experimental validation
2019/05/13 by Gijs van Veen, Alexandre Barachant, Van Veen, Gijsbrecht +9 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference
2023/06/06 by Julia Linhart, Alexandre Gramfort, Linhart, Julia +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Biological sciences #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Neurons and Cognition (q-bio.NC)
- Diffusion posterior sampling for simulation-based inference in tall data settings
2024/04/11 by Julia Linhart, Gabriel Victorino Cardoso, Linhart, Julia +7 · 4 citations
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Model Reduction and Neural Networks
- Dataset of an EEG-based BCI experiment in Virtual Reality and on a Personal Computer
2019/03/25 by Grégoire Cattan, Cattan, Grégoire, Anton Andreev +5 · 1 citation
Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Human-Computer Interaction (cs.HC) #Neural dynamics and brain function
- Validation Diagnostics for SBI algorithms based on Normalizing Flows
2022/11/17 by Julia Linhart, Linhart, Julia, Alexandre Gramfort +3 · 1 citation
Engineering · Materials Science · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)