Difference between revisions of "BCI & artifacts"
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(New page: {{Project |title= BCI and artifacts |short_descr= BCI and artifacts |tutor=MatteoMatteucci |students=DarioRusignuolo |resarea=BioSignal Analysis |start=2009/12/31 |status=Active |level=Bs ...) |
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|resarea=BioSignal Analysis | |resarea=BioSignal Analysis | ||
|start=2009/12/31 | |start=2009/12/31 | ||
− | |status= | + | |status=Closed |
|level=Bs | |level=Bs | ||
|type=Thesis | |type=Thesis | ||
+ | |image=Bci.jpg | ||
}} | }} | ||
+ | =First Level Thesis= | ||
+ | ==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]] | ||
+ | |||
+ | == 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==== | ||
+ | *{{#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== | ||
+ | *[[Real-time removal of ocular artifact from EEG]] | ||
+ | ''Person in charge'' [[User:DarioRusignuolo|Dario Rusignuolo]] |
Latest revision as of 23:47, 3 April 2012
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: | Closed |
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.
- references: Real-time removal of ocular artifact from EEG
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