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Fundamentals of MEG and EEG
Biophysics, Instrumentation, and Data Analysis
1st Edition - December 1, 2021
Authors: Matti Hamalainen, Risto Ilmoniemi, Lauri Parkkonen
Paperback ISBN:
9 7 8 - 0 - 1 2 - 8 1 6 4 5 6 - 3
eBook ISBN:
9 7 8 - 0 - 1 2 - 8 1 7 2 7 0 - 4
Fundamentals of MEG and EEG: Biophysics, Instrumentation, and Data Analysis gives graduate students and researchers a technical understanding of the fundamentals of MEG and EEG… Read more
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Fundamentals of MEG and EEG: Biophysics, Instrumentation, and Data Analysis gives graduate students and researchers a technical understanding of the fundamentals of MEG and EEG that will enable them to gain expertise in the state-of-the-art, understand the generation, measurement and modeling of electromagnetic brain signals, understand the relationship of MEG/EEG with other brain imaging methods, design MEG/EEG measurement systems and evaluate their performance, and develop and evaluate data analysis methods.
- Presents a well-integrated and systematic presentation of principles and their application using common notation
- Authored by leading people in the field
- Includes online examples implemented in (MNE-) Python
Researchers and graduate students in biomedical engineering, electrical engineering, physics, and computer science programs who are developing technologies for neuroimaging
1. Introduction to MEG/EEG2. Signal generation3. Instrumentation4. Data acquisition5. Experimental design6. Signal processing7. Source estimation8. Connectivity estimation9. Multimodal imaging
- No. of pages: 295
- Language: English
- Edition: 1
- Published: December 1, 2021
- Imprint: Academic Press
- Paperback ISBN: 9780128164563
- eBook ISBN: 9780128172704
MH
Matti Hamalainen
Dr. Hämäläinen is Professor of Radiology at Massachusetts General hospital and Director of Magnetoencephalography (MEG) Core at Athinoula A. Martinos Center for Biomedical Imaging at MGH. He is one of the pioneers in the application of MEG in conjunction with other non-invasive functional and anatomical imaging methods to study human brain function. He has had a crucial role in developing whole-head MEG instrumentation, analytical methods and tools, as well as experimental protocols, which have together paved the way for MEG becoming an important basic research and clinical tool worldwide.
In 1993 he was the co-author of a seminal review article on MEG in Reviews of Modern Physics, now with more than 4000 citations. His current research interests include further development of anatomically-constrained MEG/EEG source estimation methods, including sparse and temporally continuous approaches, combination of non-invasive and invasive electromagnetic source imaging with hemodynamic measures, MEG/EEG studies of early brain development in infants, and adapting and extending MEG/EEG analysis methods to be applicable in real time in clinical neurophysiology studies.
Affiliations and expertise
Professor of Radiology, Massachusetts General Hospital and Director of Magnetoencephalography (MEG) Core, Athinoula A. Martinos Center for Biomedical Imaging, MGH, FinlandRI
Risto Ilmoniemi
Affiliations and expertise
Department of Neuroscience and Biomedical Engineering School of Science, Aalto University, Espoo, FinlandLP
Lauri Parkkonen
Affiliations and expertise
Department of Neuroscience and Biomedical Engineering School of Science, Aalto University, Espoo, Finland