NDLI: Nonlinear analysis of movement-related changes in human subthalamic local field potentials

Content Provider	IEEE Xplore Digital Library
Author	Chun-Shu Wei Chon-Haw Tsai Shang-Ming Chiou Yi-Ting Hseu Ta-Wei Liu Hsin-Yi Lai Ting-Fang Chien Yi-Hsuan Kuo Wan-Ting Zhao Yu-Shun Tang Sheng Yuan Su You-Yin Chen
Copyright Year	2010
Description	Author affiliation: Institute of Biomedical Imaging and Engineering, National Hsin-Chu University of Education, Taiwan (Sheng Yuan Su) \|\| Department of Electrical Engineering, National Chiao Tung University, Hsinchu, Taiwan (Chun-Shu Wei; Ta-Wei Liu; Hsin-Yi Lai; Ting-Fang Chien; Yi-Hsuan Kuo; Yu-Shun Tang; You-Yin Chen) \|\| Department of Neurosurgery, China Medical University Hospital, Taichung, Taiwan (Shang-Ming Chiou) \|\| Department of Applied Science, National Hsin-Chu University of Education, Taiwan (Wan-Ting Zhao) \|\| Department of Neurology, China Medical University Hospital, Taichung, Taiwan (Chon-Haw Tsai; Yi-Ting Hseu)
Abstract	Movement-related changes such as event-related desynchronizationcan (ERD) and event-related synchronization (ERS) can be found in human subthalamic nucleus (STN) with analysis on local field potentials (LFP) recorded from Parkinson's disease (PD) patients. Besides traditional time-frequency (TF) analysis, we introduced nonlinear analysis, bispectral and approximate entropy (ApEn), to measure the signal nonlinear correlation and regularity in neural activities. Movement-related changes were found in the beta band, bicoherence and ApEn, and variation during stationary movement is more available by nonlinear methods. Therefore, we suggest nonlinear analysis for further related studies.
Starting Page	4132
Ending Page	4135
File Size	560152
Page Count	4
File Format	PDF
ISBN	9781424441235
ISSN	1557170X
DOI	10.1109/IEMBS.2010.5627367
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-08-31
Publisher Place	Argentina
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Correlation Oscillators Entropy Synchronization Electromyography Time frequency analysis Electroencephalography
Content Type	Text
Resource Type	Article
Subject	Signal Processing Biomedical Engineering Health Informatics Computer Vision and Pattern Recognition

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Detection of synchrony in biosignals using cross fuzzy entropy

Spatial distribution of nonlinear interactions in subthalamic nucleus local field potentials in Parkinson'S disease

Movement related cortical potentials in severe chronic stroke

Multi-modal decoding: Longitudinal coherency changes between spike trains, local field potentials and electrocorticogram signals

Motor task event detection using Subthalamic Nucleus Local Field Potentials

Quantification of event-related desynchronization/synchronization at low frequencies in a semantic memory task

Linear and non-linear interdependence of EEG and HRV frequency bands in human sleep

Nonlinear estimation of coupling and directionality between signals: Application to uterine EMG propagation

Source localization techniques for direction decoding from local field potentials

Nonlinear analysis of movement-related changes in human subthalamic local field potentials

Similar Documents

Detection of synchrony in biosignals using cross fuzzy entropy

Spatial distribution of nonlinear interactions in subthalamic nucleus local field potentials in Parkinson'S disease

Movement related cortical potentials in severe chronic stroke

Multi-modal decoding: Longitudinal coherency changes between spike trains, local field potentials and electrocorticogram signals

Motor task event detection using Subthalamic Nucleus Local Field Potentials

Quantification of event-related desynchronization/synchronization at low frequencies in a semantic memory task

Linear and non-linear interdependence of EEG and HRV frequency bands in human sleep

Nonlinear estimation of coupling and directionality between signals: Application to uterine EMG propagation

Source localization techniques for direction decoding from local field potentials

Nonlinear analysis of movement-related changes in human subthalamic local field potentials