Hierarchical approach for fusion of electroencephalography and electromyography for predicting finger movements and kinematics using deep learning

• Main Authors: Tanaya Das, Tanaya Das, Gohain, Lakhyajit, Kakoty, Nayan M., Malarvili, M. B., Prihartini Widiyanti, Prihartini Widiyanti, Kumar, Gajendra
• Format: Article
• Published: Elsevier B.V. 2023
• Subjects: Q Science (General); T Technology (General); TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/106033/; http://dx.doi.org/10.1016/j.neucom.2023.01.061

The brain is a unique organ that performs multiple processes simultaneously, such as sensory, motor, and cognitive function. However, several neurological diseases (ataxia, dystonia, Huntington's disease) or trauma affect the limb movement and there is no cure. Although brain-computer interface...