BCI & artifacts
From AIRWiki
BCI and artifacts
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| 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.
- 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
