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) …

Assessing and conceptualizing frontal EEG asymmetry: An updated primer on recording, processing, analyzing, and interpreting frontal alpha asymmetry

EE Smith, SJ Reznik, JL Stewart, JJB Allen - International Journal of …, 2017 - Elsevier
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 …

Review of challenges associated with the EEG artifact removal methods

W Mumtaz, S Rasheed, A Irfan - Biomedical Signal Processing and Control, 2021 - Elsevier
Electroencephalography (EEG), as a non-invasive modality, enables the representation of
the underlying neuronal activities as electrical signals with high temporal resolution. In …

Frontal EEG asymmetry as a moderator and mediator of emotion

JA Coan, JJB Allen - Biological psychology, 2004 - Elsevier
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 …

Identification and removal of physiological artifacts from electroencephalogram signals: A review

MMN Mannan, MA Kamran, MY Jeong - Ieee Access, 2018 - ieeexplore.ieee.org
Electroencephalogram (EEG), boasting the advantages of portability, low cost, and
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 …

Issues and assumptions on the road from raw signals to metrics of frontal EEG asymmetry in emotion

JJB Allen, JA Coan, M Nazarian - Biological psychology, 2004 - Elsevier
There exists a substantial literature examining frontal electroencephalographic asymmetries
in emotion, motivation, and psychopathology. Research in this area uses a specialized set of …

The phi complex as a neuromarker of human social coordination

E Tognoli, J Lagarde… - Proceedings of the …, 2007 - National Acad Sciences
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 …

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 …

A capability model of individual differences in frontal EEG asymmetry

JA Coan, JJB Allen, PE McKnight - Biological psychology, 2006 - Elsevier
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 …