03402nam 22006735 450 991029829270332120200706053430.03-319-14947-410.1007/978-3-319-14947-9(CKB)3710000000360306(SSID)ssj0001451845(PQKBManifestationID)11889888(PQKBTitleCode)TC0001451845(PQKBWorkID)11479541(PQKB)10181293(DE-He213)978-3-319-14947-9(MiAaPQ)EBC6312700(MiAaPQ)EBC5587097(Au-PeEL)EBL5587097(OCoLC)904009387(PPN)184494613(EXLCZ)99371000000036030620150220d2015 u| 0engurnn|008mamaatxtccrElectromagnetic Brain Imaging A Bayesian Perspective /by Kensuke Sekihara, Srikantan S. Nagarajan1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (XIV, 270 p. 32 illus., 27 illus. in color.) Bibliographic Level Mode of Issuance: Monograph3-319-14946-6 Includes bibliographical references and index.Introduction to Electromagnetic Brain Imaging -- Minimum-Norm-Based Source Imaging Algorithms -- Adaptive Beamformers -- Sparse Bayesian (Champagne) Algorithm -- Bayesian Factor Analysis: A Versatile Framework -- A Unified Bayesian Framework for MEG/EEG Source -- Source-Space Connectivity Analysis Using Imaginary -- Estimation of Causal Networks: Source-Space Causality Analysis -- Detection of Phase–Amplitude Coupling in MEG Source Space: An Empirical Study.This graduate level textbook provides a coherent introduction to the body of main-stream algorithms used in electromagnetic brain imaging, with specific emphasis on novel Bayesian algorithms.  It helps readers to more easily understand literature in biomedical engineering and related fields, and be ready to pursue research in either the engineering or the neuroscientific aspects of electromagnetic brain imaging.  This textbook will not only appeal to graduate students but all scientists and engineers engaged in research on electromagnetic brain imaging.NeurosciencesBiomedical engineeringNeurobiologyNeuroscienceshttps://scigraph.springernature.com/ontologies/product-market-codes/B18006Biomedical Engineering and Bioengineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T2700XNeurobiologyhttps://scigraph.springernature.com/ontologies/product-market-codes/L25066Neurosciences.Biomedical engineering.Neurobiology.Neurosciences.Biomedical Engineering and Bioengineering.Neurobiology.616.804754Sekihara Kensukeauthttp://id.loc.gov/vocabulary/relators/aut1058050Nagarajan Srikantan Sauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910298292703321Electromagnetic Brain Imaging2496673UNINA