loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Esteve Gallego-Jutglà 1 ; Jordi Solé-Casals 1 ; Tomasz M. Rutkowski 2 and Andrzej Cichocki 3

Affiliations: 1 University of Vic, Spain ; 2 RIKEN Brain Science Institute and University of Tsukuba, Japan ; 3 RIKEN Brain Science Institute, Japan

Keyword(s): EEG, mEMD, EMD, Artifacts, Eye blinks.

Abstract: Eye movements and eye blinks are present in most of the electroencephalography (EEG) recordings, making it difficult to interpret or analyze the data. In this paper an extension of empirical mode decomposition (EMD) is proposed in order to clean EEG data of eye blinks artifacts. This is achieved by applying two cleaning methods to EEG simulated data. One of these methods is presented only for illustrative purposes, whereas the second one can be applied to real EEG data. The results show that the cleaned data with both these methods presents high correlation (|r|>0.8) with the simulated EEG clean data.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 18.119.125.240

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Gallego-Jutglà, E.; Solé-Casals, J.; M. Rutkowski, T. and Cichocki, A. (2011). APPLICATION OF MULTIVARIATE EMPIRICAL MODE DECOMPOSITION FOR CLEANING EYE BLINKS ARTIFACTS FROM EEG SIGNALS. In Proceedings of the International Conference on Neural Computation Theory and Applications (IJCCI 2011) - Special Session on Challenges in Neuroengineering; ISBN 978-989-8425-84-3, SciTePress, pages 455-460. DOI: 10.5220/0003722004550460

@conference{special session on challenges in neuroengineering11,
author={Esteve Gallego{-}Jutglà. and Jordi Solé{-}Casals. and Tomasz {M. Rutkowski}. and Andrzej Cichocki.},
title={APPLICATION OF MULTIVARIATE EMPIRICAL MODE DECOMPOSITION FOR CLEANING EYE BLINKS ARTIFACTS FROM EEG SIGNALS},
booktitle={Proceedings of the International Conference on Neural Computation Theory and Applications (IJCCI 2011) - Special Session on Challenges in Neuroengineering},
year={2011},
pages={455-460},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003722004550460},
isbn={978-989-8425-84-3},
}

TY - CONF

JO - Proceedings of the International Conference on Neural Computation Theory and Applications (IJCCI 2011) - Special Session on Challenges in Neuroengineering
TI - APPLICATION OF MULTIVARIATE EMPIRICAL MODE DECOMPOSITION FOR CLEANING EYE BLINKS ARTIFACTS FROM EEG SIGNALS
SN - 978-989-8425-84-3
AU - Gallego-Jutglà, E.
AU - Solé-Casals, J.
AU - M. Rutkowski, T.
AU - Cichocki, A.
PY - 2011
SP - 455
EP - 460
DO - 10.5220/0003722004550460
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic