DocumentCode
3685202
Title
Application of higher-order spectral analysis to local field potentials recorded in patients treated with deep brain stimulation
Author
Sara Marceglia;Anna Maria Bianchi;Guglielmo Foffani;Alberto Priori;Sergio Cerutti
Author_Institution
Dipartimento di Ingegneria e Architettura, Università
fYear
2015
Firstpage
5549
Lastpage
5552
Abstract
Local field potentials (LFPs) recorded from implanted deep brain electrodes demonstrated the oscillatory nature of human basal ganglia. LFP rhythms were mainly characterized by means od power spectral analysis, thus loosing information related to rhythm phase synchronization and to event related phase modulations. Because the application of higher-order spectral analysis methodology can overcome such limitation, here we review the present applications of bispectral and cross-bispectral analysis to LFP recordings. The results obtained up to now showed that higher-order spectral analysis was able to clarify detect different rhythm synchronizations and interactions characterizing different pathologies and patient´s states.
Keywords
"Oscillators","Synchronization","Diseases","Spectral analysis","Heart beat","Basal ganglia","Electrodes"
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN
1094-687X
Electronic_ISBN
1558-4615
Type
conf
DOI
10.1109/EMBC.2015.7319649
Filename
7319649
Link To Document