Extraction of Inherent Frequency Components of Multiway EEG Data Using Two-Stage Neural Canonical Correlation Analysis

• Main Authors: W Omar Ali Saifuddin, Wan Ismail, A. N. M. Enamul, Kabir
• Format: Article
• Language: English; English
• Published: Canadian Center of Science and Education 2014
• Subjects: Q Science (General)
• Online Access: http://eprints.unisza.edu.my/4925/1/FH02-FRTK-14-00379.pdf; http://eprints.unisza.edu.my/4925/2/FH02-FSTK-14-01048.jpg; http://eprints.unisza.edu.my/4925/

This paper presents an algorithm for extracting underlying frequency components of massive Electroencephalogram (EEG) data. Frequency components of these data play a vital role to realize brain-body condition. Usually, a huge amount of time and specially built computers are essential to process...