DocumentCode :
1622548
Title :
On-line Detection of Perceptual Signatures in Multichannel ECoG
Author :
Gunduz, Aysegul ; Principe, Jose C. ; Freeman, Walter J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida Univ., Gainesville, FL
fYear :
2005
fDate :
6/27/1905 12:00:00 AM
Firstpage :
3683
Lastpage :
3686
Abstract :
Neocortical ECoG studies have unveiled the presence of active states spatial patterns of amplitude modulation- in the beta-gamma ranges in the presence of conditioned stimuli that resemble cinematographic frames. These sequences of active frames emerge with abrupt phase resettings, followed by resynchronization and stabilization over channels, and magnified intensity. An online pattern recognizer that captures the spatial and spectral characteristics of the active frames is presented. The results of detection are confirmed via high occurrences of pragmatic information, defined by the ratio of pattern intensity to pattern stability
Keywords :
bioelectric potentials; brain; medical signal detection; medical signal processing; neurophysiology; pattern recognition; synchronisation; active states; amplitude modulation; beta-gamma ranges; multichannel ECoG; neocortical ECoG; on-line perceptual signature detection; online pattern recognizer; pattern intensity; pattern stability; phase resettings; pragmatic information; resynchronization; Amplitude estimation; Distortion; Finite impulse response filter; Frequency; Gamma ray detection; Gamma ray detectors; Narrowband; Pattern analysis; Pattern recognition; Phase detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
Type :
conf
DOI :
10.1109/IEMBS.2005.1617281
Filename :
1617281
Link To Document :
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