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Review of the methods of determination of directed connectivity from multichannel data
The methods applied for estimation of functional connectivity from multichannel data are described with special emphasis on the estimators of directedness such as directed transfer function (DTF) and partial directed coherence. These estimators based on multivariate autoregressive model are free of...
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| Formato: | Texto |
| Lenguaje: | English |
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Springer-Verlag
2011
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3097342/ https://www.ncbi.nlm.nih.gov/pubmed/21298355 http://dx.doi.org/10.1007/s11517-011-0739-x |
| _version_ | 1782203814827261952 |
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| author | Blinowska, Katarzyna J. |
| author_facet | Blinowska, Katarzyna J. |
| author_sort | Blinowska, Katarzyna J. |
| collection | PubMed |
| description | The methods applied for estimation of functional connectivity from multichannel data are described with special emphasis on the estimators of directedness such as directed transfer function (DTF) and partial directed coherence. These estimators based on multivariate autoregressive model are free of pitfalls connected with application of bivariate measures. The examples of applications illustrating the performance of the methods are given. Time-varying estimators of directedness: short-time DTF and adaptive methods are presented. |
| format | Text |
| id | pubmed-3097342 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2011 |
| publisher | Springer-Verlag |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-30973422011-07-07 Review of the methods of determination of directed connectivity from multichannel data Blinowska, Katarzyna J. Med Biol Eng Comput Special Issue - Review The methods applied for estimation of functional connectivity from multichannel data are described with special emphasis on the estimators of directedness such as directed transfer function (DTF) and partial directed coherence. These estimators based on multivariate autoregressive model are free of pitfalls connected with application of bivariate measures. The examples of applications illustrating the performance of the methods are given. Time-varying estimators of directedness: short-time DTF and adaptive methods are presented. Springer-Verlag 2011-02-05 2011 /pmc/articles/PMC3097342/ /pubmed/21298355 http://dx.doi.org/10.1007/s11517-011-0739-x Text en © The Author(s) 2011 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited. |
| spellingShingle | Special Issue - Review Blinowska, Katarzyna J. Review of the methods of determination of directed connectivity from multichannel data |
| title | Review of the methods of determination of directed connectivity from multichannel data |
| title_full | Review of the methods of determination of directed connectivity from multichannel data |
| title_fullStr | Review of the methods of determination of directed connectivity from multichannel data |
| title_full_unstemmed | Review of the methods of determination of directed connectivity from multichannel data |
| title_short | Review of the methods of determination of directed connectivity from multichannel data |
| title_sort | review of the methods of determination of directed connectivity from multichannel data |
| topic | Special Issue - Review |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3097342/ https://www.ncbi.nlm.nih.gov/pubmed/21298355 http://dx.doi.org/10.1007/s11517-011-0739-x |
| work_keys_str_mv | AT blinowskakatarzynaj reviewofthemethodsofdeterminationofdirectedconnectivityfrommultichanneldata |