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EEG/MEG Source Reconstruction

Textbook for Electro-and Magnetoencephalography

Produktform: E-Buch Text Elektronisches Buch in proprietärem

In this textbook, the authors provide a unified perspective on a broad range of EEG/MEG source reconstruction methods, with particular emphasis on their respective assumptions about sources, data, head tissues, and sensor properties. An introductory chapter highlights the concept of brain imaging and the particular importance of the neuroelectromagnetic inverse problem. This is followed by an in-depth discussion of neural information processing and brain signal generation and an introduction to the practice of data acquisition. Next, the relevant mathematical models for the sources of EEG and MEG are discussed in detail, followed by the neuroelectromagnetic forward problem, that is, the prediction of EEG or MEG signals from those source models, using biophysical descriptions of the head tissues and the sensors. The main part of this textbook is dedicated to the source reconstruction methods. The authors present a theoretical framework of the neuroelectromagnetic inverse problem, centered on Bayes’ theorem, which then serves as the basis for a detailed description of a large variety of techniques, including dipole fit methods, distributed source reconstruction, spatial filters, and dynamic source reconstruction methods. The final two chapters address the important topic of assessment, including verification and validation of source reconstruction methods, and their actual application to real-world scientific and clinical questions. weiterlesen

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-3-030-74918-7 / 978-3030749187 / 9783030749187

Verlag: Springer International Publishing

Erscheinungsdatum: 01.10.2022

Seiten: 415

Autor(en): Jens Haueisen, Thomas R. Knösche

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