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| 005 | 20260116165343.0 | ||
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_a9780262039826 _qHardback |
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_aNISER LIBRARY _beng _cNISER LIBRARY |
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| 082 | 0 | 4 |
_a616.8 _bILM-B |
| 100 | 1 | _aIlmoniemi, Risto J. | |
| 245 | 1 | 0 |
_aBrain signals : _bphysics and mathematics of MEG and EEG |
| 260 |
_aCambridge, Massachusetts : _bThe MIT Press, _c2019. |
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| 300 |
_ax, 239 pages : _billustrations ; _c24 cm |
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| 504 | _aIncludes bibliographical references (pages 205-228) and index. | ||
| 520 | _aA unified treatment of the generation and analysis of brain-generated electromagnetic fields. In Brain Signals , Risto Ilmoniemi and Jukka Sarvas present the basic physical and mathematical principles of magnetoencephalography (MEG) and electroencephalography (EEG), describing what kind of information is available in the neuroelectromagnetic field and how the measured MEG and EEG signals can be analyzed. Unlike most previous works on these topics, which have been collections of writings by different authors using different conventions, this book presents the material in a unified manner, providing the reader with a thorough understanding of basic principles and a firm basis for analyzing data generated by MEG and EEG. The book first provides a brief introduction to brain states and the early history of EEG and MEG, describes the generation of electromagnetic fields by neuronal activity, and discusses the electromagnetic forward problem. The authors then turn to EEG and MEG analysis, offering a review of linear and matrix algebra and basic statistics needed for analysis of the data, and presenting several analysis methods: dipole fitting; the minimum norm estimate (MNE); beamforming; the multiple signal classification algorithm (MUSIC), including RAP-MUSIC with the RAP dilemma and TRAP-MUSIC, which removes the RAP dilemma; independent component analysis (ICA); and blind source separation (BSS) with joint diagonalization. | ||
| 650 | 0 | _aMagnetoencephalography | |
| 650 | 0 | _aElectroencephalography | |
| 650 | 0 |
_aBrain _xMagnetic fields _xMeasurement |
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| 700 | 1 | _aSarvas, Jukka | |
| 856 | 4 | 1 |
_3Table of contents _uhttps://books.google.co.in/books?id=y5iWDwAAQBAJ&pg=PA29&source=gbs_toc_r&cad=1#v=onepage&q&f=false |
| 856 | 4 | 1 |
_3Reviews _uhttps://www.goodreads.com/book/show/42068881-brain-signals?ref=nav_sb_ss_1_13#CommunityReviews |
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