Difference between revisions of "BCI & artifacts"

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(Intro)
(Intro)
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==Intro==
 
==Intro==
===1 - Introduction to artifacts in BCI systems===
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====Introduction to artifacts in BCI systems====
===2 - EOG Correction, ICA & Wavelet===
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*{{#ev:youtube|IVfyAzKaq4Q}}
1*{{#ev:youtube|IVfyAzKaq4Q}}2*{{#ev:youtube|1eNR4DUMuZg}}
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=====References=====
  
====References====
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*''EMG and EOG artifacts in brain computer interface systems: A survey'', Fatourechi, Bashanti, Ward, Birch
*'''1'''''EMG and EOG artifacts in brain computer interface systems: A survey'', Fatourechi, Bashanti, Ward, Birch
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====EOG Correction, ICA & Wavelet====
*'''2'''''EOG correction: A comparison of four methods'', Rodney Croft, Jody S. Chandler, Robert J. Barry and Nicholas R. Cooper
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*{{#ev:youtube|1eNR4DUMuZg}}
*'''2'''''Low-Probability event-detection and separation via statistical wavelet thresholding: An Application to psychophysiological de-noising'', Browne and Cutmore
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=====References=====
*'''2'''''Temporally Constrained ICA: An Application to Artifact Rejection in Electromagnetic Brain Signal Analysis'', James, Gibson
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*''EOG correction: A comparison of four methods'', Rodney Croft, Jody S. Chandler, Robert J. Barry and Nicholas R. Cooper
 +
*''Low-Probability event-detection and separation via statistical wavelet thresholding: An Application to psychophysiological de-noising'', Browne and Cutmore
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*''Temporally Constrained ICA: An Application to Artifact Rejection in Electromagnetic Brain Signal Analysis'', James, Gibson
  
 
==Links==
 
==Links==
 
*[[Real-time removal of ocular artifact from EEG]]
 
*[[Real-time removal of ocular artifact from EEG]]
 
''Person in charge'' [[User:DarioRusignuolo|Dario Rusignuolo]]
 
''Person in charge'' [[User:DarioRusignuolo|Dario Rusignuolo]]

Revision as of 16:27, 28 January 2010

BCI and artifacts
Image of the project BCI & artifacts
Short Description: BCI and artifacts
Coordinator:
Tutor: MatteoMatteucci (matteo.matteucci@polimi.it)
Collaborator:
Students: DarioRusignuolo (dario.rusignuolo@mail.polimi.it)
Research Area: BioSignal Analysis
Research Topic:
Start: 2009/12/31
Status: Active
Level: Bs
Type: Thesis

First Level Thesis

The Project

  • The aim of this project is to analyse methods to manage artifacts in BCI systems.

Work In Progress

  • Introduction to EEG and EOG artifacts and methods such as Wavelet, cICA and Fast-ICA.

Intro

Introduction to artifacts in BCI systems

References
  • EMG and EOG artifacts in brain computer interface systems: A survey, Fatourechi, Bashanti, Ward, Birch

EOG Correction, ICA & Wavelet

References
  • EOG correction: A comparison of four methods, Rodney Croft, Jody S. Chandler, Robert J. Barry and Nicholas R. Cooper
  • Low-Probability event-detection and separation via statistical wavelet thresholding: An Application to psychophysiological de-noising, Browne and Cutmore
  • Temporally Constrained ICA: An Application to Artifact Rejection in Electromagnetic Brain Signal Analysis, James, Gibson

Links

Person in charge Dario Rusignuolo