Difference between revisions of "BCI & artifacts"
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==Intro== | ==Intro== | ||
===1 - Introduction to artifacts in BCI systems=== | ===1 - Introduction to artifacts in BCI systems=== | ||
| − | *{{#ev:youtube|IVfyAzKaq4Q}} | + | ===2 - EOG Correction, ICA & Wavelet=== |
| + | 1*{{#ev:youtube|IVfyAzKaq4Q}}2*{{#ev:youtube|1eNR4DUMuZg}} | ||
====References==== | ====References==== | ||
| − | *''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 |
| − | + | *'''2'''''EOG correction: A comparison of four methods'', Rodney Croft, Jody S. Chandler, Robert J. Barry and Nicholas R. Cooper | |
| − | + | *'''2'''''Low-Probability event-detection and separation via statistical wavelet thresholding: An Application to psychophysiological de-noising'', Browne and Cutmore | |
| − | + | *'''2'''''Temporally Constrained ICA: An Application to Artifact Rejection in Electromagnetic Brain Signal Analysis'', James, Gibson | |
| − | *''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]] | ||
Revision as of 16:23, 28 January 2010
BCI and 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 |
Contents
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
1 - Introduction to artifacts in BCI systems
2 - EOG Correction, ICA & Wavelet
1*2*References
- 1EMG and EOG artifacts in brain computer interface systems: A survey, Fatourechi, Bashanti, Ward, Birch
- 2EOG correction: A comparison of four methods, Rodney Croft, Jody S. Chandler, Robert J. Barry and Nicholas R. Cooper
- 2Low-Probability event-detection and separation via statistical wavelet thresholding: An Application to psychophysiological de-noising, Browne and Cutmore
- 2Temporally Constrained ICA: An Application to Artifact Rejection in Electromagnetic Brain Signal Analysis, James, Gibson
Links
Person in charge Dario Rusignuolo
