A brain-computer interface (BCI) is a system that allows an individual to communicate with computer or other external device using brain activity alone. Electroencephalography (EEG) common approach for detecting in BCI systems, as it provides non-invasive measure of high temporal resolution. Deep learning methods, such convolutional neural networks (CNNs), have been applied the analysis EEG dat...

In the case of paralysis with visual and tactile impairments, brain–computer interfaces (BCIs) based on auditory mental imagery paradigms are alternative methods for controlling external devices. This study demonstrates use a hybrid BCI via stimulation speech imagination assistive technology. The proposed using Thai vowel numeral stimulus patterns as well multi-loudspeaker position settings mul...