基本信息
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Bio
Michael Tangermann graduated in 2000 from the University of
Tübingen in computer science (diploma, major) and biology (minor). He received the Ph.D. in 2007 on his research
on novel machine learning approaches for brain–computer interface (BCI) systems in the lab of Prof. Dr. Wolfgang
Rosenstiel (University of Tübingen), performed in close cooperation with the labs of Prof. Dr. Niels Birbaumer
(University of Tübingen) and Prof. Dr. Bernhard Schölkopf (Max-Planck Institute for Empirical Inference,
Tübingen).
From 2005 to 2013, he was a member of the Berlin BCI (BBCI) research lab (Prof. Dr. Klaus-Robert Müller and
Prof. Dr. Benjamin Blankertz), first at Fraunhofer FIRST.IDA then at the Technical University of Berlin, Germany,
Department Machine Learning. Since 2013, he has been heading the brain state decoding research lab (
http://www.bsdlab.uni-freiburg.de) at the University
of Freiburg, Germany. Within the cluster of excellence BrainLinks-BrainTools, he investigates novel machine learning
approaches for BCI, especially in the context of clinical BCI applications. He actively supports the scientific
community by co-organizing the BBCI data analysis competitions, BCI-related workshops and reviewing activity. He is
associate editor for Frontiers, has hosted a special issue on the latest BCI competition and engages
as an editorial board member of “Brain-Computer Interfaces.” His interests are in BCI-supported
rehabilitation after stroke, auditory BCI paradigms, patient BCI, covariates of BCI performance, adaptive decoding of
brain states, analysis of nonstationary brain signals (EEG-, MEG-, and ECoG data), mental state monitoring for user
interface design.
Research Interests
Papers共 139 篇Author StatisticsCo-AuthorSimilar Experts
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CoRR (2024)
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CoRR (2024)
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Sergiu Groppa,Gabriel Gonzalez-Escamilla,Gerd Tinkhauser, Halim Ibrahim Baqapuri,Bastian Sajonz,Christoph Wiest,Joana Pereira,Damian M. Herz, Matthias R. Dold,Manuel Bange,Dumitru Ciolac, Viviane Almeida,
STEREOTACTIC AND FUNCTIONAL NEUROSURGERYno. 1 (2024): 40-54
CoRR (2024)
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CoRR (2024)
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Brain Stimulationno. 1 (2023): 206-206
CoRR (2023)
CoRR (2023)
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Author Statistics
#Papers: 140
#Citation: 9157
H-Index: 32
G-Index: 95
Sociability: 6
Diversity: 3
Activity: 14
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