Biomedical physics & engineering express
On-device single channel EEG classification on Android smartphones using lightweight machine learning models.
Doli Hazarika, Sanjay Chhaba, Ramdas Ransing, Cota Navin Gupta
Published: 202610.1088/2057-1976/ae3ca4
Abstract
OBJECTIVE: Electroencephalogram (EEG) signals capture neuronal activity by measuring electrical activity on the scalp, making them valuable for cognitive and medical applications. While traditional deep learning models achieve high accuracy in EEG cl…
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