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| Here fundamental papers on the subject, e.g., the reviews Hamalainen--Hari--Ilmoniemi et al, Baillet et al. | Review articles: M. Hämäläinen, R. Hari, R. Ilmoniemi, J. Knuutila, and O. V. Lounasmaa, "Magnetoencephalography - theory, instrumentation, and applications to noninvasive studies of the working human brain," Reviews of Modern Physics, vol. 65, pp. 413-497, 1993. S. Baillet, J. C. Mosher, and R. M. Leahy, "Electromagnetic Brain Mapping," IEEE Signal Processing Magazine, vol. 18, pp. 14 - 30, 2001. |
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| [http://ukpmc.ac.uk/abstract/MED/20884360 Hauk, O., Wakeman, D.G., Henson, R. (2011). Comparison of noise-normalized minimum norm estimates for MEG analysis using multiple resolution metrics, NeuroImage 54(3), 1966-1974]. | [http://ukpmc.ac.uk/abstract/MED/20884360 O. Hauk, D.G. Wakeman, R. Henson (2011). Comparison of noise-normalized minimum norm estimates for MEG analysis using multiple resolution metrics, NeuroImage 54(3), 1966-1974]. |
SigProC and CBU
In this Wiki, we collect material that may be relevant for the possible collaboration between SigProC and CBU. If you want to have something added here, but you don't have rights to modify the page, please send your suggestion to Olaf or Matti.
EEG/MEG
General EEG/MEG papers
Review articles:
M. Hämäläinen, R. Hari, R. Ilmoniemi, J. Knuutila, and O. V. Lounasmaa, "Magnetoencephalography - theory, instrumentation, and applications to noninvasive studies of the working human brain," Reviews of Modern Physics, vol. 65, pp. 413-497, 1993.
S. Baillet, J. C. Mosher, and R. M. Leahy, "Electromagnetic Brain Mapping," IEEE Signal Processing Magazine, vol. 18, pp. 14 - 30, 2001.
Inverse problem of EEG/MEG
A recent CBU study on resolution:
[http://ukpmc.ac.uk/abstract/MED/20884360 O. Hauk, D.G. Wakeman, R. Henson (2011). Comparison of noise-normalized minimum norm estimates for MEG analysis using multiple resolution metrics, NeuroImage 54(3), 1966-1974].
Previous work done at the BECS, Aalto University:
Thesis "[http://lib.tkk.fi/Diss/2008/isbn9789512291434/ Hierarchical Bayesian Aspects of Distributed Neuromagnetic Source Models]" by Aapo Nummenmaa
Thesis "[http://lib.tkk.fi/Diss/2007/isbn9789512289547/ Computational Methods for Bayesian Estimation of Neuromagnetic Sources]" by Toni Auranen
Basic physics and forward modeling
Thesis "[http://lib.tkk.fi/Diss/2008/isbn9789512295876/ Boundary Element Method in Spatial Characterization of the Electrocardiogram]" by Matti Stenroos (this is about electrocardiography, but the physics and the forward solution is in principle the same as in EEG/MEG)