Ocular artifact elimination from electroencephalography signals: A systematic review
Electroencephalography (EEG) is the signal of intrigue that has immense application in the
clinical diagnosis of various neurological, psychiatric, psychological, psychophysiological …
clinical diagnosis of various neurological, psychiatric, psychological, psychophysiological …
[PDF][PDF] EEG artifacts detection and removal techniques for brain computer interface applications: a systematic review
CR Rashmi, CP Shantala - International Journal of Advanced …, 2022 - researchgate.net
Electroencephalogram (EEG) being the measure to record the electrical activity of brain acts
as a key factor to many brain computer interface (BCI) applications. These recorded EEG …
as a key factor to many brain computer interface (BCI) applications. These recorded EEG …
Implementation of a convolutional neural network for eye blink artifacts removal from the electroencephalography signal
M Jurczak, M Kołodziej, A Majkowski - Frontiers in neuroscience, 2022 - frontiersin.org
Electroencephalography (EEG) signals are disrupted by technical and physiological
artifacts. One of the most common artifacts is the natural activity that results from the …
artifacts. One of the most common artifacts is the natural activity that results from the …
Improved EOG artifact removal using wavelet enhanced independent component analysis
Electroencephalography (EEG) signals are frequently contaminated with unwanted
electrooculographic (EOG) artifacts. Blinks and eye movements generate large amplitude …
electrooculographic (EOG) artifacts. Blinks and eye movements generate large amplitude …
Fatigue driving detection based on electrooculography: a review
Y Tian, J Cao - EURASIP Journal on Image and Video Processing, 2021 - Springer
To accurately identify fatigued driving, establishing a monitoring system is one of the
important guarantees of improving traffic safety and reducing traffic accidents. Among many …
important guarantees of improving traffic safety and reducing traffic accidents. Among many …
Removal of EMG artifacts from multichannel EEG signals using combined singular spectrum analysis and canonical correlation analysis
Electroencephalography (EEG) signals collected from human scalps are often polluted by
diverse artifacts, for instance electromyogram (EMG), electrooculogram (EOG), and …
diverse artifacts, for instance electromyogram (EMG), electrooculogram (EOG), and …
Remove artifacts from a single-channel EEG based on VMD and SOBI
C Liu, C Zhang - Sensors, 2022 - mdpi.com
With the development of portable EEG acquisition systems, the collected EEG has gradually
changed from being multi-channel to few-channel or single-channel, thus the removal of …
changed from being multi-channel to few-channel or single-channel, thus the removal of …
SSA with CWT and k-Means for Eye-Blink Artifact Removal from Single-Channel EEG Signals
AK Maddirala, KC Veluvolu - Sensors, 2022 - mdpi.com
Recently, the use of portable electroencephalogram (EEG) devices to record brain signals in
both health care monitoring and in other applications, such as fatigue detection in drivers …
both health care monitoring and in other applications, such as fatigue detection in drivers …
Two-stage intelligent multi-type artifact removal for single-channel EEG settings: A GRU autoencoder based approach
W Zhang, W Yang, X Jiang, X Qin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Objective: The wearable and portable Electroencephalogram (EEG) sensing systems are
deeply interfered by unavoidable physiological artifacts due to the limited recording …
deeply interfered by unavoidable physiological artifacts due to the limited recording …
The improved ELM algorithms optimized by bionic WOA for EEG classification of brain computer interface
Z Lian, L Duan, Y Qiao, J Chen, J Miao, M Li - IEEE Access, 2021 - ieeexplore.ieee.org
The breakthrough of electroencephalogram (EEG) signal classification of brain computer
interface (BCI) will set off another technological revolution of human computer interaction …
interface (BCI) will set off another technological revolution of human computer interaction …