Identification of Brain Electrical Activity Related to Head Yaw Rotations

• Published in: Sensors (Basel, Switzerland) Vol. 21; no. 10; p. 3345
• Main Authors: Zero, Enrico, Bersani, Chiara, Sacile, Roberto
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 11.05.2021; MDPI
• Subjects: Algorithms; brain electrical activity; Brain research; brain-computer interface; Classification; Discriminant analysis; Electrodes; Electroencephalography; Experiments; feedforward neural networks; Lamps; Neural networks; Support vector machines; system identification; Wheelchairs

Automatizing the identification of human brain stimuli during head movements could lead towards a significant step forward for human computer interaction (HCI), with important applications for severely impaired people and for robotics. In this paper, a neural network-based identification technique i...