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This textbook provides a comprehensive and didactic introduction from the basics to the current state of the art in the field of EEG/MEG source reconstruction. Reconstructing the generators or sources of electroencephalographic and magnetoencephalographic (EEG/MEG) signals is an important problem in basic neuroscience as well as clinical research and practice. Over the past few decades, an entire theory, together with a whole collection of algorithms and techniques, has developed.
This book is intended as basic reading foranybody who is engaged with EEG/MEG source reconstruction, be it as a method developer or as a user, including advanced undergraduate students, PhD students, and postdocs in neuroscience, biomedical engineering, and related fields.
Thomas R. Knösche received his diploma in Electrical Engineering in 1992 from Ilmenau University of Technology (Germany), and his PhD in Applied Physics in 1997 from the University of Twente (Netherlands). Then, he pursued postdoctoral research in the lab of Angela Friederici at the Max Planck Institute for Cognitive Neuroscience (Leipzig, Germany). In 1999, he joined ANT Software (Enschede, Netherlands) to work on EEG/MEG source reconstruction. In 2001, he rejoined the Max Planck Institute. Since 2006 he is head of the Brain Networks group, in 2010 he obtained his habilitation (professoral thesis), and since 2018 he holds a honorary professorship at Ilmenau University of Technology. His research interests include source reconstruction and connectivity estimation from EEG and MEG, mathematical modeling of neuronal networks, and estimation of structural connectivity based on magnetic resonance imaging.
Jens Haueisen received a M.S. and a Ph.D. in electrical engineering from theTechnische Universität Ilmenau, Germany, in 1992 and 1996, respectively. From 1996 to 1998 he worked as a Post-Doc and from 1998 to 2005 as the head of the Biomagnetic Center, Friedrich-Schiller-University, Jena, Germany. In 2003 he received the habilitation (professorial thesis). Since 2005 he is full Professor of Biomedical Engineering and directs the Institute of Biomedical Engineering and Informatics at the Technische Universität Ilmenau, Germany. His research interests include the investigation of active and passive bioelectric and biomagnetic phenomena.
Chapter 1: Introduction.- Chapter 2: Neural Tissue and its Signals.- Chapter 3: Measurements.- Chapter 4: Source Models.- Chapter 5: Forward Models.- Chapter 6: Inverse Methods.- Chapter 7: Assessment.- Chapter 8: Applications.
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