EEG artifact removal—state-of-the-art and guidelines
JA Urigüen, B Garcia-Zapirain - Journal of neural engineering, 2015 - iopscience.iop.org
This paper presents an extensive review on the artifact removal algorithms used to remove
the main sources of interference encountered in the electroencephalogram (EEG) …
the main sources of interference encountered in the electroencephalogram (EEG) …
Assessing and conceptualizing frontal EEG asymmetry: An updated primer on recording, processing, analyzing, and interpreting frontal alpha asymmetry
Frontal electroencephalographic (EEG) alpha asymmetry is widely researched in studies of
emotion, motivation, and psychopathology, yet it is a metric that has been quantified and …
emotion, motivation, and psychopathology, yet it is a metric that has been quantified and …
Review of challenges associated with the EEG artifact removal methods
Electroencephalography (EEG), as a non-invasive modality, enables the representation of
the underlying neuronal activities as electrical signals with high temporal resolution. In …
the underlying neuronal activities as electrical signals with high temporal resolution. In …
Frontal EEG asymmetry as a moderator and mediator of emotion
Frontal EEG asymmetry appears to serve as (1) an individual difference variable related to
emotional responding and emotional disorders, and (2) a state-dependent concomitant of …
emotional responding and emotional disorders, and (2) a state-dependent concomitant of …
Identification and removal of physiological artifacts from electroencephalogram signals: A review
Electroencephalogram (EEG), boasting the advantages of portability, low cost, and
hightemporal resolution, is a non-invasive brain-imaging modality that can be used to …
hightemporal resolution, is a non-invasive brain-imaging modality that can be used to …
Unsupervised eye blink artifact denoising of EEG data with modified multiscale sample entropy, kurtosis, and wavelet-ICA
R Mahajan, BI Morshed - IEEE journal of Biomedical and …, 2014 - ieeexplore.ieee.org
Brain activities commonly recorded using the electroencephalogram (EEG) are
contaminated with ocular artifacts. These activities can be suppressed using a robust …
contaminated with ocular artifacts. These activities can be suppressed using a robust …
Issues and assumptions on the road from raw signals to metrics of frontal EEG asymmetry in emotion
There exists a substantial literature examining frontal electroencephalographic asymmetries
in emotion, motivation, and psychopathology. Research in this area uses a specialized set of …
in emotion, motivation, and psychopathology. Research in this area uses a specialized set of …
The phi complex as a neuromarker of human social coordination
Many social interactions rely upon mutual information exchange: one member of a pair
changes in response to the other while at the same time producing actions that alter the …
changes in response to the other while at the same time producing actions that alter the …
Automatic ocular artifacts removal in EEG using deep learning
B Yang, K Duan, C Fan, C Hu, J Wang - Biomedical Signal Processing and …, 2018 - Elsevier
Ocular artifacts (OAs) are one the most important form of interferences in the analysis of
electroencephalogram (EEG) research. OAs removal/reduction is a key analysis before the …
electroencephalogram (EEG) research. OAs removal/reduction is a key analysis before the …
A capability model of individual differences in frontal EEG asymmetry
Researchers interested in measuring individual differences in affective style via asymmetries
in frontal brain activity have depended almost exclusively upon the resting state for EEG …
in frontal brain activity have depended almost exclusively upon the resting state for EEG …