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作者 Ilmoniemi, Risto (Risto J.), author
書名 Brain signals : physics and mathematics of MEG and EEG / Risto J. Ilmoniemi and Jukka Sarvas
出版項 Cambridge, Massachusetts ; London, England : The MIT Press, [2019]
©2019
國際標準書號 9780262039826 (hardcover : alk. paper)
book jacket
館藏地 索書號 處理狀態 OPAC 訊息 條碼
 人文社會聯圖  RC386.6.M36 I46 2019    在架上    30610020611166
說明 x, 239 pages : illustrations (chiefly color) ; 24 cm
text rdacontent
unmediated rdamedia
volume rdacarrier
附註 "The book describes how brain activity gives rise to electromagnetic fields, how these fields can be measured noninvasively with magnetoencephalography (MEG) or electroencephalography (EEG), and how the measured signals can be analyzed to determine the spatiotemporal evolution of the brain activity. The authors present a detailed and rigorous overview of the fundamentals of the physics and mathematics of MEG and EEG so readers can obtain full understanding of biomagnetism. Unlike in previous works on the subject, which have typically been collections of separate writings by different authors and different conventions, the material is presented in a unified manner. The book introduces the basics for data analysis and presents some powerful data analysis methods such as the minimum-norm estimate, beamforming, independent component analysis (ICA), and the MUSIC algorithm in the most modern forms. The authors' intent is to present an uncompromising description of the most relevant issues in this topic, avoiding many of the deficiencies of previous attempts to cover this field"-- Provided by publisher
Includes bibliographical references (pages 205-228) and index
Introduction -- Genesis of MEG and EEG -- Forward problem -- Review of linear algebra and probability theory for MEG and EEG data analysis -- Interpreting MEG and EEG data -- Beamformers -- MUSIC algorithm for EEG and MEG -- Independent component analysis (ICA) -- Blind source separation with joint diagonalization
主題 Magnetoencephalography
Electroencephalography
Brain -- Magnetic fields -- Measurement
Alt Author Sarvas, Jukka, author
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