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Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/393CCBAF-ABD2-4840-BC25-1C0F8AD3EAC4 | - |
| Identifier | https://doi.org/10.1109/BIBE.2013.6701594 | - |
| Identifier | https://ieeexplore.ieee.org/document/6701594 | - |
| Language | en | - |
| Extent | 5 pages | en |
| Title | Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties | en |
| Creator | Zervakis Michalis | en |
| Creator | Ζερβακης Μιχαλης | el |
| Creator | Tsiknakis, Manolis | en |
| Creator | Giannakakis Georgios | en |
| Creator | Γιαννακακης Γεωργιος | el |
| Creator | Antonakakis Marios | en |
| Creator | Αντωνακακης Μαριος | el |
| Creator | Michelogiannis Sifis | en |
| Creator | Micheloyannis Sifis | en |
| Creator | Μιχελογιάννης Σήφης | el |
| Publisher | Institute of Electrical and Electronics Engineers | en |
| Content Summary | The understanding of the mechanisms of human brain is a demanding issue for neuroscience research. Physiological studies acknowledge the usefulness of synchronization coupling in the study of dysfunctions associated with reading difficulties. Magnetoencephalogram (MEG) is a useful tool towards this direction having been assessed for its superior accuracy over other modalities. In this paper we consider synchronization features for identifying brain operations. Independent Component Analysis (ICA) is applied on MEG surface signals in controls and children with reading difficulties and are clustered to representative components. Then, coupling measures of mutual information and partial directed coherence are estimated in order to reveal dysfunction of cerebral networks and its related coordination. | en |
| Type of Item | Σύντομη Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Short Paper | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-10-24 | - |
| Date of Publication | 2013 | - |
| Subject | Neuroscience | en |
| Subject | Clinical laboratory technicians | en |
| Subject | Medical laboratory technicians | en |
| Subject | medical technologists | en |
| Subject | clinical laboratory technicians | en |
| Subject | medical laboratory technicians | en |
| Subject | Sychronization | en |
| Subject | Scalp | en |
| Subject | Surfaces | en |
| Subject | Electroencephalography | en |
| Subject | Brain | en |
| Subject | Couplings | en |
| Subject | Nickel | en |
| Bibliographic Citation | M. Antonakakis, G. Giannakakis, M.Tsiknakis, S. Micheloyannis and M. Zervakis, " Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties," in 13th IEEE International Conference on BioInformatics and BioEngineering, 2013, pp.1-5. doi:10.1109/BIBE.2013.6701594 | en |
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