DocumentCode :
2777337
Title :
Extraction of Auditory Attention Correlates in Single Sweeps of Cortical Potentials by Maximum Entropy Paradigms and its Application
Author :
Low, Yin Fen ; Corona-Strauss, Farah I. ; Adam, Pascal ; Strauss, Daniel J.
Author_Institution :
Computational Diagnostics & Biocybernetics Unit, Saarland Univ., Saarbruecken
fYear :
2007
fDate :
2-5 May 2007
Firstpage :
469
Lastpage :
472
Abstract :
Recently, we have shown that the wavelet phase synchronization stability of single sweeps of auditory late responses (ALRs) allows for the quantification of the tinnitus decompensation. Our underlying model of adaptive resonance and spotlighting of attention links the synchronization stability directly to neural correlates of attention reflected in ALRs. Correlates of this attentional mechanism are further investigated in this study by using an auditory paradigm based on maximum entropy principle in healthy subjects. In particular, we show that the wavelet phase synchronization of ALR single sweeps allows for a direct online monitoring of phase locked auditory attention. Such an online monitoring cannot be implemented by known procedures as they are based on large-scale averages of ALRs. Apart from the objective quantification of the tinnitus decompensation, this measure can be used in every online and real time neurofeedback therapeutic approach where a direct stimulus locked attention monitoring is mandatory
Keywords :
adaptive resonance theory; auditory evoked potentials; feedback; maximum entropy methods; patient monitoring; adaptive resonance; attention monitoring; auditory attention; auditory late responses; cortical potentials; maximum entropy paradigms; neurofeedback therapeutic approach; tinnitus decompensation; wavelet phase synchronization stability; Entropy; Filtering theory; Monitoring; Neural engineering; Neurofeedback; Pattern recognition; Reflection; Resonance; Stability; USA Councils;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Engineering, 2007. CNE '07. 3rd International IEEE/EMBS Conference on
Conference_Location :
Kohala Coast, HI
Print_ISBN :
1-4244-0792-3
Electronic_ISBN :
1-4244-0792-3
Type :
conf
DOI :
10.1109/CNE.2007.369711
Filename :
4227316
Link To Document :
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