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Advancing the non-invasive assessment of brain communication in neurological disease

Publikacje

A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI

Autorzy: Tao Tu, John Paisley, Stefan Haufe, Paul Sajda
Opublikowane w: Advances in Neural Information Processing Systems, Issue 32, 2019, Page(s) 4662-4671
Wydawca: Neural Information Processing Systems

Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging

Autorzy: Ali Hashemi, Yijing Gao, Chang Cai, Sanjay Ghosh, Klaus Robert Muller, Srikantan Nagarajan, Stefan Haufe
Opublikowane w: Advances in Neural Information Processing Systems, Issue 34, 2021
Wydawca: Neural Information Processing Systems

Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework

Autorzy: Ali Hashemi, Chang Cai, Gitta Kutyniok, Klaus-Robert Müller, Srikantan S. Nagarajan, Stefan Haufe
Opublikowane w: NeuroImage, Issue 239, 2021, Page(s) 118309, ISSN 1053-8119
Wydawca: Academic Press
DOI: 10.1016/j.neuroimage.2021.118309

Scrutinizing XAI using linear ground-truth data with suppressor variables

Autorzy: Rick Wilming, Céline Budding, Klaus-Robert Müller, Stefan Haufe
Opublikowane w: Machine Learning, Issue 15730565, 2022, Page(s) 1903-1923, ISSN 1573-0565
Wydawca: Springer
DOI: 10.1007/s10994-022-06167-y

Sensorimotor functional connectivity: a neurophysiological factor related to BCI performance

Autorzy: Carmen Vidaurre, Stefan Haufe, Tania Jorajuría, Klaus-Robert Müller, Vadim Nikulin
Opublikowane w: Sensorimotor functional connectivity: a neurophysiological factor related to BCI performance, Issue 1662453X, 2021, Page(s) 575081, ISSN 1662-453X
Wydawca: Frontiers
DOI: 10.3389/fnins.2020.575081

Robust estimation of noise for electromagnetic brain imaging with the champagne algorithm

Autorzy: Chang Cai, Ali Hashemi, Mithun Diwakar, Stefan Haufe, Kensuke Sekihara, Srikantan S. Nagarajan
Opublikowane w: NeuroImage, Issue 225, 2021, Page(s) 117411, ISSN 1053-8119
Wydawca: Academic Press
DOI: 10.1016/j.neuroimage.2020.117411

Quantifying the Effect of Demixing Approaches on Directed Connectivity Estimated Between Reconstructed EEG Sources

Autorzy: Alessandra Anzolin, Paolo Presti, Frederik Van De Steen, Laura Astolfi, Stefan Haufe, Daniele Marinazzo
Opublikowane w: Brain Topography, Issue 32/4, 2019, Page(s) 655-674, ISSN 0896-0267
Wydawca: Kluwer Academic/Plenum Publishers
DOI: 10.1007/s10548-019-00705-z

Relationship between regional white matter hyperintensities and alpha oscillations in older adults

Autorzy: Deniz Kumral, Elena Cesnaite, FraukeBeyer, Simon M. Hofmann, Tilman Hensch, Christian Sander, Ulrich Hegerl, Stefan Haufe, Arno Villringer, A. Veronica Witte, Vadim V. Nikulin
Opublikowane w: Neurobiology of Aging, Issue 01974580, 2022, Page(s) 1-11, ISSN 0197-4580
Wydawca: Elsevier BV
DOI: 10.1016/j.neurobiolaging.2021.10.006

Sensorimotor functional connectivity: a neurophysiological factor related to BCI performance

Autorzy: Carmen Vidaurre; Stefan Haufe; Stefan Haufe; Tania Jorajuría; Klaus-Robert Müller; Klaus-Robert Müller; Klaus-Robert Müller; Klaus-Robert Müller; Vadim V. Nikulin; Vadim V. Nikulin
Opublikowane w: Frontiers in Neuroscience, Vol 14 (2020), Issue 1, 2020, Page(s) 1278, ISSN 1662-453X
Wydawca: Frontiers
DOI: 10.14279/depositonce-11177

Temporal Signatures of Criticality in Human Cortical Excitability as Probed by Early Somatosensory Responses

Autorzy: Tilman Stephani, Gunnar Waterstraat, Stefan Haufe, Gabriel Curio, Arno Villringer, Vadim V. Nikulin
Opublikowane w: The Journal of Neuroscience, Issue 40/34, 2020, Page(s) 6572-6583, ISSN 0270-6474
Wydawca: Society for Neuroscience
DOI: 10.1523/jneurosci.0241-20.2020

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