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Investigating the impact of the regularization parameter on EEG resting-state source reconstruction and functional connectivity using real and simulated data.

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第一作者： F,Leone

第一单位： Department of Psychology, Sapienza University of Rome, via dei Marsi 78, Rome, 00185, Italy; IRCCS Fondazione Santa Lucia, via Ardeatina, 354, Rome, 00179, Italy. Electronic address: f.leone@uniroma1.it.

作者： F,Leone ^[1] ; A,Caporali ^[2] ; A,Pascarella ^[3] ; C,Perciballi ^[4] ; O,Maddaluno ^[4] ; A,Basti ^[5] ; P,Belardinelli ^[6] ; L,Marzetti ^[7] ; G,Di Lorenzo ^[8] ; V,Betti ^[9]

作者单位： Department of Psychology, Sapienza University of Rome, via dei Marsi 78, Rome, 00185, Italy; IRCCS Fondazione Santa Lucia, via Ardeatina, 354, Rome, 00179, Italy. Electronic address: f.leone@uniroma1.it. ^[1] Faculty of Veterinary Medicine, University of Teramo, via R. Balzarini 1, Teramo, 64100, Italy,; International School of Advanced Studies, University of Camerino, via Gentile III Da Varano, Camerino, 62032, Italy. ^[2] Institute for Computational Applications, CNR, Italy. ^[3] Department of Psychology, Sapienza University of Rome, via dei Marsi 78, Rome, 00185, Italy; IRCCS Fondazione Santa Lucia, via Ardeatina, 354, Rome, 00179, Italy. ^[4] Department of Neuroscience, Imaging and Clinical Sciences, "G. d'Annunzio" University of Chieti-Pescara, via dei Vestini, Chieti, 66100, Italy. ^[5] CIMeC, Center for Mind/Brain Sciences, University of Trento, via delle Regole, 101, Mattarello-Trento, 38123, Italy. ^[6] Department of Neuroscience, Imaging and Clinical Sciences, "G. d'Annunzio" University of Chieti-Pescara, via dei Vestini, Chieti, 66100, Italy; Institute for Advanced Biomedical Technologies, "G. d'Annunzio" University of Chieti-Pescara, via Luigi Polacchi, Chieti, 66100, Italy. ^[7] IRCCS Fondazione Santa Lucia, via Ardeatina, 354, Rome, 00179, Italy; Laboratory of Psychophysiology and Cognitive Neuroscience, University of Rome Tor Vergata, Rome, Italy. ^[8] Department of Psychology, Sapienza University of Rome, via dei Marsi 78, Rome, 00185, Italy; IRCCS Fondazione Santa Lucia, via Ardeatina, 354, Rome, 00179, Italy. Electronic address: vi-viana.betti@uniroma1.it. ^[9]

关键词 EEG Functional connectivity Minimum Norm Estimation Regularization parameter Resting-state Source reconstruction