Deep autoencoder for real-time single-channel EEG cleaning and its smartphone implementation using TensorFlow Lite with hardware/software acceleration
Objective: To remove signal contamination in electroencephalogram (EEG) traces coming
from ocular, motion, and muscular artifacts which degrade signal quality. To do this in real …
from ocular, motion, and muscular artifacts which degrade signal quality. To do this in real …
software acceleration
L Xing, A Casson - Authorea Preprints, 2023 - techrxiv.org
This work presents a novel Deep Autoencoder neural network which is developed for
removing EOG, EMG, and motion artifacts from single-channel EEG signal. The proposed …
removing EOG, EMG, and motion artifacts from single-channel EEG signal. The proposed …