Tensor decomposition of time-variant coherence between heart rate variability and EEG envelopes in children with epilepsy
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Contributors
Abstract
Time-variant coherence between the heart rate variability and the channel-related envelopes of the EEG delta activity was used as an indicator for interactions between the autonomic nervous system and cortical processes before, during and after epileptic seizures. The tensor decomposition was applied to explore the topography-time-frequency characteristics of these correlative interactions for each patient and for two sub-groups (left and right hemispheric seizure). It can be demonstrated that tensor decomposition strongly supports the interaction analysis and its interpretation.
Details
Original language | English |
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Title of host publication | 2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014 |
Publisher | IEEE Computer Society, Washington |
Pages | 109-110 |
Number of pages | 2 |
ISBN (print) | 9781479939695 |
Publication status | Published - 2014 |
Peer-reviewed | Yes |
Externally published | Yes |
Conference
Title | 2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014 |
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Duration | 25 - 28 May 2014 |
City | Trento |
Country | Italy |
External IDs
ORCID | /0000-0001-8264-2071/work/142254062 |
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