Experimental setup to test neurological artifact elimination techniques
"This work proposes a methodological approach to the insertion of a particular artifact produced by eyes blinking, in EEG data, in order to create a pseudo-real dataset, which in turn provides an experimental setup to test artifact removal algorithms. The topic of ocular waves’ propagation thro...
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| Formato: | Trabajo final de especialización |
| Lenguaje: | Inglés |
| Publicado: |
2021
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| Acceso en línea: | http://ri.itba.edu.ar/handle/123456789/3431 |
| Aporte de: |
| Sumario: | "This work proposes a methodological approach to the insertion of a particular artifact produced by eyes blinking, in EEG data, in order to create a pseudo-real dataset, which in turn provides an experimental setup to test artifact removal algorithms. The topic of ocular waves’ propagation throughout EEG channels is also covered. The optimal amount of ICA components is discovered through an iterative approach, which includes an observation step." |
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