Difference between revisions of "BCI & artifacts"

From AIRWiki
Jump to: navigation, search
 
(19 intermediate revisions by one other user not shown)
Line 6: Line 6:
 
|resarea=BioSignal Analysis
 
|resarea=BioSignal Analysis
 
|start=2009/12/31
 
|start=2009/12/31
|status=Active
+
|status=Closed
 
|level=Bs
 
|level=Bs
 
|type=Thesis
 
|type=Thesis
 
|image=Bci.jpg
 
|image=Bci.jpg
 
}}
 
}}
 +
=First Level Thesis=
 
==The Project==
 
==The Project==
 +
*The aim of this project is to analyse methods to manage artifacts in BCI systems.
 +
*references: [[Real-time removal of ocular artifact from EEG]]
  
The aim of this project is to analyse methods to manage artifacts in BCI systems.
+
== Works Done ==
 
+
== Work in progress ==
+
 
*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 ==
*EOG correction: A comparison of four methods, Rodney Croft, Jody S. Chandler, Robert J. Barry and Nicholas R. Cooper
+
*making a mini-guide on how to reproduce a signal without the EOG artifacts.
*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
+
==Intro==
 +
====Introduction to artifacts in BCI systems====
 +
*{{#ev:youtube|IVfyAzKaq4Q}}
 +
=====References=====
 +
 
 +
*''EMG and EOG artifacts in brain computer interface systems: A survey'', Fatourechi, Bashanti, Ward, Birch
 +
====EOG Correction, ICA & Wavelet====
 +
*{{#ev:youtube|1eNR4DUMuZg}}
 +
=====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==
 
==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