Concepedia

Ricardo Pio Monti

RP

17

Publications

816

Citations

13

H-Index

1985

Active since

Affiliations

King's College London(Current)

Imperial College London

University College London

Wellcome Centre for Human Neuroimaging

Oxford Centre for Computational Neuroscience

Ricardo Pio Monti is an author at King's College London specializing in engineering, data science, and neuroscience.

Top concepts

EngineeringData ScienceNeuroscienceStatisticsNeuroimagingSocial SciencesFunctional Data AnalysisComputational NeuroscienceComputer ScienceMachine Learning

Publications per year

1985–2022

17

Publications

17

Estimating time-varying brain connectivity networks from functional MRI time series

Ricardo Pio Monti, Peter J. Hellyer, David Sharp et al. · NeuroImage · 2014 · 165 citations

Computational Neuroscience, Brain Mapping, Connectomics +11

Variational Autoencoders and Nonlinear ICA: A Unifying Framework

Ilyes Khemakhem, Diederik P. Kingma, Ricardo Pio Monti et al. · arXiv (Cornell University) · 2019 · 130 citations · Full text

Latent Modeling, Engineering, Machine Learning +15

The Automatic Neuroscientist: A framework for optimizing experimental design with closed-loop real-time fMRI

Romy Lorenz, Ricardo Pio Monti, Inês R. Violante et al. · NeuroImage · 2016 · 94 citations · Full text

A guided multiverse study of neuroimaging analyses

Jessica Dafflon, Pedro F. da Costa, František Váša et al. · Nature Communications · 2022 · 76 citations · Full text

Efficiently searching through large tACS parameter spaces using closed-loop Bayesian optimization

Romy Lorenz, Laura E. Simmons, Ricardo Pio Monti et al. · Brain stimulation · 2019 · 69 citations · Full text

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