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 …
[HTML][HTML] A review of electroencephalogram signal processing methods for brain-controlled robots
Z Huang, M Wang - Cognitive Robotics, 2021 - Elsevier
Brain-computer interface (BCI) based on electroencephalogram (EEG) signals can provide a
way for human to communicate with the outside world. This approach is independent of the …
way for human to communicate with the outside world. This approach is independent of the …
Electroencephalogram signals emotion recognition based on convolutional neural network-recurrent neural network framework with channel-temporal attention …
L Jiang, P Siriaraya, D Choi, F Zeng… - Frontiers in Aging …, 2022 - frontiersin.org
Reminiscence and conversation between older adults and younger volunteers using past
photographs are very effective in improving the emotional state of older adults and …
photographs are very effective in improving the emotional state of older adults and …
EMD-BSS: A hybrid methodology combining Empirical Mode Decomposition and Blind Source Separation to eliminate the ocular artifacts from EEG recordings
In Electroencephalogram (EEG) research, physiological artifacts like muscle activity, heart
rhythm, and eye movements or blinks continue to be a prominent issue. It is essential to deal …
rhythm, and eye movements or blinks continue to be a prominent issue. It is essential to deal …
Electroencephalogram signal eye blink rejection improvement based on the hybrid stone blind origin separation and particle swarm optimization technique
MA Ahmed, Q Deyu, EN Alshemmary - IEEE Access, 2020 - ieeexplore.ieee.org
Electroencephalogram (EEG) extraction has widely used Stone's Blind Source Separation
(Stone's BSS) algorithm. However, Stone's BSS algorithm is sensitive to the initial half-life …
(Stone's BSS) algorithm. However, Stone's BSS algorithm is sensitive to the initial half-life …
Automatic removal of multiple artifacts for single-channel EEG
Removing different types of artifacts from the electroencephalography (EEG) recordings is a
critical step in performing EEG signal analysis and diagnosis. Most of the existing algorithms …
critical step in performing EEG signal analysis and diagnosis. Most of the existing algorithms …
Blind Source Separation of EEG Signals Using Wavelet and EMD Decomposition
Blind source separation (BSS) is a widely adopted approach for processing biomedical
signals, particularly electroencephalography (EEG) signals, which indicate the electrical …
signals, particularly electroencephalography (EEG) signals, which indicate the electrical …
A method for blind source separation of multichannel electromagnetic radiation in the field
S Liu, B Wang, L Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
Considering the multichannel instability, spectral overlap and strong interference of
electromagnetic radiation signals in the integrated electric propulsion systems of ships, a …
electromagnetic radiation signals in the integrated electric propulsion systems of ships, a …
Preliminary exploration of auditory cognitive processes based on EEG
Z Li, W Li, Y Li, F Peng, A Wei, L Xu… - 2023 IEEE 7th …, 2023 - ieeexplore.ieee.org
During the treatment of deaf-mums, it has been found that patients with prelinguistic
deafness still cannot recognize what they hear after cochlear implants. That's because the …
deafness still cannot recognize what they hear after cochlear implants. That's because the …
Total Variation Denoising techniques for artifact removal from EEG signals
In detecting brain activity and behavior, the Electroencephalogram (EEG) plays a key role.
The EEG signals recorded are almost always corrupted by artifacts and hence affect the …
The EEG signals recorded are almost always corrupted by artifacts and hence affect the …