Discovering dynamic brain networks from big data in rest and task.
Journal article
Vidaurre D. et al, (2018), Neuroimage, 180, 646 - 656
Dynamics of large-scale electrophysiological networks: A technical review.
Journal article
O'Neill GC. et al, (2018), Neuroimage, 180, 559 - 576
Spontaneous cortical activity transiently organises into frequency specific phase-coupling networks.
Journal article
Vidaurre D. et al, (2018), Nat Commun, 9
Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank.
Journal article
Alfaro-Almagro F. et al, (2018), Neuroimage, 166, 400 - 424
Brain network dynamics are hierarchically organized in time.
Journal article
Vidaurre D. et al, (2017), Proc Natl Acad Sci U S A, 114, 12827 - 12832
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest.
Journal article
Cabral J. et al, (2017), Sci Rep, 7
Spectrally resolved fast transient brain states in electrophysiological data.
Journal article
Vidaurre D. et al, (2016), Neuroimage, 126, 81 - 95
Multi-level block permutation.
Journal article
Winkler AM. et al, (2015), Neuroimage, 123, 253 - 268
A positive-negative mode of population covariation links brain connectivity, demographics and behavior.
Journal article
Smith SM. et al, (2015), Nat Neurosci, 18, 1565 - 1567
Guiding functional connectivity estimation by structural connectivity in MEG: An application to discrimination of conditions of mild cognitive impairment
Journal article
Pineda-Pardo JA. et al, (2014), NeuroImage, 101, 765 - 777
Guiding functional connectivity estimation by structural connectivity in MEG: an application to discrimination of conditions of mild cognitive impairment.
Journal article
Pineda-Pardo JA. et al, (2014), Neuroimage, 101, 765 - 777
A Survey of L <inf>1</inf> Regression
Journal article
Vidaurre D. et al, (2013), International Statistical Review, 81, 361 - 387
Bayesian sparse partial least squares.
Journal article
Vidaurre D. et al, (2013), Neural Comput, 25, 3318 - 3339
Functional connectomics from resting-state fMRI.
Other
Smith SM. et al, (2013), Trends Cogn Sci, 17, 666 - 682
AN L<inf>1</inf>-Regularized naïve bayes-inspired classifier for discarding redundant and irrelevant predictors
Journal article
Vidaurre D. et al, (2013), International Journal on Artificial Intelligence Tools, 22
Classification of neural signals from sparse autoregressive features
Journal article
Vidaurre D. et al, (2013), Neurocomputing, 111, 21 - 26
A Survey of L Regression
Journal article
Vidaurre D. et al, (2013), International Statistical Review
Classification of neural signals from sparse autoregressive features
Journal article
Vidaurre D. et al, (2013), Neurocomputing
Sparse regularized local regression
Journal article
Vidaurre D. et al, (2013), Computational Statistics and Data Analysis, 62, 122 - 135
Sparse regularized local regression
Journal article
Vidaurre D. et al, (2013), Computational Statistics and Data Analysis