Development of filtering methods based on spectral decomposition for analyzing cognitive performance using electroencephalogram (EEG) signals

Development of filtering methods based on spectral decomposition for analyzing cognitive performance using electroencephalogram (EEG) signals

This study aims to implement, detail, and optimize a filtering method based on spectral decomposition to noise removal and analysis of EEG signals focused on cognitive performance. Popular filtering techniques, such as ICA, PCA, and wavelet transforms, often face limitations in precise feature extra...

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Bibliographic Details
Main Author: Marcillo Vera, Ana Gabriela (author)
Format: bachelorThesis
Language:eng
Published: 2025
Subjects:
Electroencefalografía
Descomposición espectral
Spectral decomposition
Noise removal
Online Access:http://repositorio.yachaytech.edu.ec/handle/123456789/942
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http://repositorio.yachaytech.edu.ec/handle/123456789/942

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