Electroencephalogram-Based Facial Gesture Recognition Using Self-Organizing Map
Takahiro Kawaguchi,
Koki Ono,
Hiroomi Hikawa
Abstract:Brain–computer interfaces (BCIs) allow information to be transmitted directly from the human brain to a computer, enhancing the ability of human brain activity to interact with the environment. In particular, BCI-based control systems are highly desirable because they can control equipment used by people with disabilities, such as wheelchairs and prosthetic legs. BCIs make use of electroencephalograms (EEGs) to decode the human brain’s status. This paper presents an EEG-based facial gesture recognition method … Show more
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