DocumentCode
2396467
Title
Estimation of instantaneous power in the EEG to assess brain connectivity with high temporal resolution
Author
Kwon, JungPhil ; Seth, Sohan ; Keil, Andreas ; Principe, Jose C.
Author_Institution
Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
fYear
2009
fDate
3-6 Sept. 2009
Firstpage
332
Lastpage
335
Abstract
This paper presents advanced signal processing algorithms to quantify brain connectivity with high temporal resolution using the electroencephalogram (EEG). The experimental paradigm exploits the visual cortex response to flickering images at a given frequency. The envelope of the EEG at the flickering frequency collected by 128 electrodes over the head quantifies the communication amongst the brain areas with high temporal resolution. This work proposes to use the empirical mode decomposition to find the flickering frequency and then use the Hilbert transform to estimate the instantaneous amplitude. A video of the topographical display of the instantaneous power over the array helps us visualize the exquisite communication that occurs during the stimulus presentation.
Keywords
Hilbert transforms; cognition; electroencephalography; medical signal processing; neurophysiology; signal resolution; visual evoked potentials; Hilbert transform; brain connectivity; electroencephalogram; empirical mode decomposition; flickering images; instantaneous power estimation; signal processing algorithm; stimulus presentation; temporal resolution; topographical display; visual cortex response; Algorithms; Brain; Brain Mapping; Diagnosis, Computer-Assisted; Electroencephalography; Humans; Nerve Net; Neural Pathways;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location
Minneapolis, MN
ISSN
1557-170X
Print_ISBN
978-1-4244-3296-7
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2009.5333720
Filename
5333720
Link To Document