Single-Channel EEG Signal Enhancement in Presence of EMG artifact using ELM-based Regressor
2021 8th International Conference on Smart Computing and Communications (ICSCC)（2021）
Abstract
Electroencephalogram (EEG) used to read the electrical signals from human scalp for diagnostic purposes. The EEG electrodes sensitive, so the low amplitude EEG signals get corrupted by the wide spectrum and high amplitude electromyogram (EMG) signals. Hence, the recorded EEG have segments that have artifacts with the unacceptable state. Effectively recovering the corrupted signal from a single cha...
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Key words
Training,Location awareness,Time series analysis,Scalp,Electroencephalography,Electromyography,Root mean square
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