Sparse regression methods with measurement-error for magnetoencephalography

Magnetoencephalography (MEG) is a neuroimaging method for mapping brain activity based on magnetic field recordings. The inverse problem associated with MEG is severely ill-posed and is complicated by the presence of high collinearity in the forward (leadfield) matrix. This means that accurate sourc...

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Bibliographic Details
Main Author: Davies, Jonathan
Format: Thesis (University of Nottingham only)
Language:English
Published: 2017
Online Access:https://eprints.nottingham.ac.uk/48062/