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Application of higher-order spectral analysis to local field potentials recorded in patients treated with deep brain stimulation

MARCEGLIA, SARA RENATA FRANCESCA
•
Bianchi, Anna Maria
•
Foffani, Guglielmo
altro
Cerutti, Sergio
2015
  • conference object

Periodico
IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS
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.
DOI
10.1109/EMBC.2015.7319649
WOS
WOS:000371717205202
Archivio
http://hdl.handle.net/11368/2868506
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84953238773
https://ieeexplore.ieee.org/document/7319649
Diritti
open access
license:copyright editore
license:copyright editore
FVG url
https://arts.units.it/request-item?handle=11368/2868506
Soggetti
  • 1707

  • Signal Processing

  • Biomedical Engineerin...

  • Health Informatics

Scopus© citazioni
1
Data di acquisizione
Jun 7, 2022
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Visualizzazioni
3
Data di acquisizione
Apr 19, 2024
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