Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification

• Published in: PloS one Vol. 20; no. 1; p. e0311942
• Main Authors: Jaipriya D, Sriharipriya K C
• Format: Journal Article
• Language: English
• Published: Public Library of Science (PLoS) 01.01.2025
• ISSN: 1932-6203
• DOI: 10.1371/journal.pone.0311942

In recent years, the utilization of motor imagery (MI) signals derived from electroencephalography (EEG) has shown promising applications in controlling various devices such as wheelchairs, assistive technologies, and driverless vehicles. However, decoding EEG signals poses significant challenges du...