dc.contributor.author | Purdon, Patrick Lee | |
dc.contributor.author | Lamus Garcia Herreros, Camilo | |
dc.contributor.author | Hamalainen, Matti S. | |
dc.contributor.author | Brown, Emery N. | |
dc.date.accessioned | 2012-04-24T15:49:48Z | |
dc.date.available | 2012-04-24T15:49:48Z | |
dc.date.issued | 2010-03 | |
dc.identifier.isbn | 978-1-4244-4296-6 | |
dc.identifier.isbn | 978-1-4244-4295-9 | |
dc.identifier.issn | 1520-6149 | |
dc.identifier.other | NSPEC Accession Number: 11540379 | |
dc.identifier.uri | http://hdl.handle.net/1721.1/70115 | |
dc.description.abstract | We develop a state space approach to multimodal integration of simultaneously recorded EEG and fMRI. The EEG is represented with a distributed current source model using realistic MRI-based forward models, whose temporal evolution is governed by a linear state space model. The fMRI signal is similarly modeled by a linear state space model describing the hemodynamic response to underlying EEG current activity. We explore the feasibility of high dimensional dynamic estimation of simultaneous EEG/fMRI using simulation studies of the alpha wave. | en_US |
dc.language.iso | en_US | |
dc.publisher | Institute of Electrical and Electronics Engineers | en_US |
dc.relation.isversionof | http://dx.doi.org/10.1109/ICASSP.2010.5494906 | en_US |
dc.rights | Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. | en_US |
dc.source | IEEE | en_US |
dc.title | A state space approach to multimodal integration of simultaneously recorded EEG and fMRI | en_US |
dc.type | Article | en_US |
dc.identifier.citation | Purdon, P.L. et al. “A State Space Approach to Multimodal Integration of Simultaneously Recorded EEG and fMRI.” IEEE, 2010. 5454–5457. Web.© 2010 IEEE. | en_US |
dc.contributor.department | Harvard University--MIT Division of Health Sciences and Technology | en_US |
dc.contributor.department | Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences | en_US |
dc.contributor.approver | Brown, Emery N. | |
dc.contributor.mitauthor | Hamalainen, Matti S. | |
dc.contributor.mitauthor | Brown, Emery N. | |
dc.contributor.mitauthor | Purdon, Patrick Lee | |
dc.contributor.mitauthor | Lamus Garcia Herreros, Camilo | |
dc.relation.journal | Proceedings of the 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP) | en_US |
dc.eprint.version | Final published version | en_US |
dc.type.uri | http://purl.org/eprint/type/ConferencePaper | en_US |
dspace.orderedauthors | Purdon, P.L.; Lamus, C.; Hamalainen, M.S.; Brown, E.N | en |
dc.identifier.orcid | https://orcid.org/0000-0001-5651-5060 | |
dc.identifier.orcid | https://orcid.org/0000-0003-2668-7819 | |
dc.identifier.orcid | https://orcid.org/0000-0001-6841-112X | |
dc.identifier.orcid | https://orcid.org/0000-0002-6777-7979 | |
mit.license | PUBLISHER_POLICY | en_US |
mit.metadata.status | Complete | |