Browsing BCBL by Author "Uruñuela, Eneko"
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A LOW RANK AND SPARSE PARADIGM FREE MAPPING ALGORITHM FOR DECONVOLUTION OF FMRI DATA
Uruñuela, Eneko; Moia, Stefano; Caballero-Gaudes, César (IEEE, 2021)Current deconvolution algorithms for functional magnetic resonance imaging (fMRI) data are hindered by widespread signal changes arising from motion or physiological processes (e.g. deep breaths) that can be interpreted ... -
Brainhack: Developing a culture of open, inclusive, community-driven neuroscience
Gau, Rémi; Noble, Stephanie; Heuer, Katja; Bottenhorn, Katherine L.; Bilgin, Isil P.; Yang, Yu-Fang; Huntenburg, Julia M.; Bayer, Johanna M.M.; Bethlehem, Richard A.I.; Rhoads, Shawn A.; Vogelbacher, Christoph; Borghesani, Valentina; Levitis, Elizabeth; Wang, Hao-Ting; Van Den Bossche, Sofie; Kobeleva, Xenia; Legarreta, Jon Haitz; Guay, Samuel; Atay, Selim Melvin; Varoquaux, Gael P.; Huijser, Dorien C.; Sandström, Malin S.; Herholz, Peer; Nastase, Samuel A.; Badhwar, AmanPreet; Dumas, Guillaume; Schwab, Simon; Moia, Stefano; Dayan, Michael; Bassil, Yasmine; Brooks, Paula P.; Mancini, Matteo; Shine, James M.; O’Connor, David; Xie, Xihe; Poggiali, Davide; Friedrich, Patrick; Heinsfeld, Anibal S.; Riedl, Lydia; Toro, Roberto; Caballero-Gaudes, César; Eklund, Anders; Garner, Kelly G.; Nolan, Christopher R.; Demeter, Damion V.; Barrios, Fernando A.; Merchant, Junaid S.; McDevitt, Elizabeth A.; Oostenveld, Robert; Craddock, R. Cameron; Rokem, Ariel; Doyle, Andrew; Ghosh, Satrajit S.; Nikolaidis, Aki; Stanley, Olivia W.; Uruñuela, Eneko; Community, The Brainhack (Neuron, 2021)Brainhack is an innovative meeting format that promotes scientific collaboration and education in an open, inclusive environment. This NeuroView describes the myriad benefits for participants and the research community and ... -
Hemodynamic Deconvolution Demystified: Sparsity-Driven Regularization at Work
Uruñuela, Eneko; Bolton, Thomas A.W.; Van De Ville, Dimitri; Caballero-Gaudes, César (OHBM, 2023)Deconvolution of the hemodynamic response is an important step to access short timescales of brain activity recorded by functional magnetic resonance imaging (fMRI). Albeit conventional deconvolution algorithms have been ... -
Whole-brain multivariate hemodynamic deconvolution for functional MRI with stability selection
Uruñuela, Eneko; Gonzalez-Castillo, Javier; Zheng, Charles; Bandettini, Peter; Caballero-Gaudes, César (ELSEVIER, 2024)Conventionally, analysis of functional MRI (fMRI) data relies on available information about the experimental paradigm to establish hypothesized models of brain activity. However, this information can be inaccurate, ...