NDLI: An inverse transform technique for the EEG phase reset analysis

Content Provider	IEEE Xplore Digital Library
Author	Yin Fen Low Strauss, D.J.
Copyright Year	2009
Description	Author affiliation: Computational Diagnostics and Biocybernetics Unit, Saarland University Hospital and Saarland University of Applied Sciences, Saarbruecken/Homburg, Germany (Yin Fen Low; Strauss, D.J.)
Abstract	We propose a signal processing tool for evaluating the electroencephalogram (EEG) phase reset due to auditory attention by utilizing an inverse analysis of the instantaneous phase for the very first time. EEGs were acquired through an auditory attention experiments with the highest entropy stimulation paradigm. We examined single sweeps of auditory late response (ALR) with the complex continuous wavelet transform. The phase in the frequency band that corresponds to auditory attention was reset to the mean phase of the averaged EEG. Then the inverse transform was applied to reconstruct the phase-modified signal. We found a significant enhancement of the N100 wave in the reconstructed signal. Analysis of the phase noise shows the effects of phase jittering on the generation of the N100 wave implying that a preferred phase is needed to generate the event related potential (ERP). Furthermore, by resetting the phase only at the theta border of no attention data to the mean phase of attention data yields a result that resembles the attention data. These results show direct connections between EEGs and ERPs and thus it is concluded that the phase reset of EEGs plays a very crucial role in the ERP generation.
Starting Page	526
Ending Page	529
File Size	361861
Page Count	4
File Format	PDF
ISBN	9781424420728
DOI	10.1109/NER.2009.5109349
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-04-29
Publisher Place	Turkey
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Wavelet transforms Phase noise Continuous wavelet transforms Stability Neural engineering Brain modeling Electroencephalography Enterprise resource planning Frequency synchronization Cybernetics
Content Type	Text
Resource Type	Article

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

Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling

Single trial visual event-related potential EEG analysis using the wavelet transform

Nonlinear dynamic extraction of cognitive evoked potential based on wavelet transform

Classification of EEG signals using the wavelet transform

Analysis of time-varying synchronization of multi-channel EEG signals using wavelet coherence

Computational Neuronal Oscillations using Morlet Wavelet Transform

EEG analysis using fast wavelet transform

Phase synchrony analysis of gamma band as tools to discriminate cognitive tasks

Analysis of Neonatal EEG Signals using Stockwell Transform

An inverse transform technique for the EEG phase reset analysis

Similar Documents

Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling

Single trial visual event-related potential EEG analysis using the wavelet transform

Nonlinear dynamic extraction of cognitive evoked potential based on wavelet transform

Classification of EEG signals using the wavelet transform

Analysis of time-varying synchronization of multi-channel EEG signals using wavelet coherence

Computational Neuronal Oscillations using Morlet Wavelet Transform

EEG analysis using fast wavelet transform

Phase synchrony analysis of gamma band as tools to discriminate cognitive tasks

Analysis of Neonatal EEG Signals using Stockwell Transform

An inverse transform technique for the EEG phase reset analysis