Brain Signals

This PDF book is become immediate popular in Science genre. Brain Signals is written by famous author Risto J. Ilmoniemi and Ready to Download in ePUB, PDF or Kindle formats. Released by MIT Press in 2019-05-28. Click Download Book button to get book file and read directly from your devices. Here is a quick description and cover image of Brain Signals book.

Brain Signals
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Publisher : MIT Press
Release Date :
ISBN : 9780262039826
Pages : 256 pages
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Brain Signals by Risto J. Ilmoniemi Book PDF Summary

A 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.


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