PERFORMANCE OF MODIFIED POWER SPECTRAL DENSITY FEATURES IN EEG SIGNAL CLASSIFICATION

This paper evaluates the performance of classification of Electroencephalogram (EEG) data by focusing on several normalization and dimensionality reduction processes in Power Spectral Density (PSD) signal pre-processing. It focuses on effect of modification of PSD features as an input for classifica...

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Bibliographic Details
Main Authors: Hamzah, N (Author), Rizman, ZI (Author), Shukur, NAM (Author), Zaini, NM (Author), Zaman, FHK (Author)
Format: Article
Language:English
Published: 2017
Subjects:
EEG
PSD
Online Access:View Fulltext in Publisher