000			02384nam a2200301 i 4500
001			20756796
003			BD-KhUET
005			20230911101505.0
008			230911s2019 maua b 001 0 eng c
010			_a 2018036973
020			_a9780262039826 _q(hardcover ; _qalk. paper)
040			_aLBSOR/DLC _beng _cLBSOR _erda _dDLC _dBD-KhUET
042			_apcc
082	0	0	_a616.8047547 _223
100	1		_aIlmoniemi, Risto _q(Risto J.), _eauthor.
245	1	0	_aBrain signals : _bphysics and mathematics of MEG and EEG / _cRisto J. Ilmoniemi and Jukka Sarvas.
260			_aLondon : _bMIT Press, _cc2019.
300			_ax, 239 pages : _billustrations ; _c24 cm
504			_aIncludes bibliographical references (pages 205-228) and index.
505	0		_aIntroduction -- 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.
520			_a"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"--
650		0	_aMagnetoencephalography.
650		0	_aElectroencephalography.
650		0	_aBrain _xMagnetic fields _xMeasurement.
700	1		_aSarvas, Jukka, _eauthor.
942			_2ddc _cBK
999			_c18251 _d18251