MathsNet: Research Student Directory

Name Davies, Jonathan S
Group Statistics and Probability
Room C32, Math Sci
Telephone +44 (0) 115 95 13858 [direct dial]
Thesis Title Sparse regression methods with measurement error for Magnetoencephalography
Thesis Abstract Magnetoencephalography (MEG) is a neuroimaging technique that is used to map brain activity. This is done by measuring the magnetic fields on the surface of the head whilst the patient performs a given perceptual or cognitive task. From the data, the challenge is to use the field distribution to reconstruct the distribution of the currents inside the head. However, the problem may have any number of possible solutions (an ill-posed problem). Therefore, we look at optimisation in order to find the best solution of the inverse problem. This project looks at some of the approaches that are applied to the ill-posed problem, such as beamforming and the minimum-norm approach.
School contact information School of Mathematical Sciences
University of Nottingham
University Park
Nottingham, NG7 2RD
Tel: +44 (0) 115 951 4949
Fax: +44 (0) 115 951 4951