Difference between revisions of "BCI & artifacts"

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|resarea=BioSignal Analysis
 
|resarea=BioSignal Analysis
 
|start=2009/12/31
 
|start=2009/12/31
|status=Active
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|status=Closed
 
|level=Bs
 
|level=Bs
 
|type=Thesis
 
|type=Thesis
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==The Project==
 
==The Project==
 
*The aim of this project is to analyse methods to manage artifacts in BCI systems.
 
*The aim of this project is to analyse methods to manage artifacts in BCI systems.
 +
*references: [[Real-time removal of ocular artifact from EEG]]
  
== Done ==
+
== Works Done ==
 
*Introduction to EEG and EOG artifacts and methods such as Wavelet, cICA and Fast-ICA.
 
*Introduction to EEG and EOG artifacts and methods such as Wavelet, cICA and Fast-ICA.
  
===References===
+
== Work In Progress ==
 +
*making a mini-guide on how to reproduce a signal without the EOG artifacts.
 +
 
 +
==Intro==
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====Introduction to artifacts in BCI systems====
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*{{#ev:youtube|IVfyAzKaq4Q}}
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=====References=====
 +
 
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*''EMG and EOG artifacts in brain computer interface systems: A survey'', Fatourechi, Bashanti, Ward, Birch
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====EOG Correction, ICA & Wavelet====
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*{{#ev:youtube|1eNR4DUMuZg}}
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=====References=====
 
*''EOG correction: A comparison of four methods'', Rodney Croft, Jody S. Chandler, Robert J. Barry and Nicholas R. Cooper
 
*''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
 
*''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
 
*''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]]
+

Latest revision as of 23:47, 3 April 2012

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: Closed
Level: Bs
Type: Thesis

First Level Thesis

The Project

Works Done

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

Work In Progress

  • making a mini-guide on how to reproduce a signal without the EOG artifacts.

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