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) …

High-frequency brain activity and muscle artifacts in MEG/EEG: a review and recommendations

SD Muthukumaraswamy - Frontiers in human neuroscience, 2013 - frontiersin.org
In recent years high-frequency brain activity in the gamma-frequency band (30–80 Hz) and
above has become the focus of a growing body of work in MEG/EEG research …

Interpreting EEG alpha activity

OM Bazanova, D Vernon - Neuroscience & Biobehavioral Reviews, 2014 - Elsevier
Exploring EEG alpha oscillations has generated considerable interest, in particular with
regards to the role they play in cognitive, psychomotor, psycho-emotional and physiological …

[HTML][HTML] EEG source localization: Sensor density and head surface coverage

J Song, C Davey, C Poulsen, P Luu, S Turovets… - Journal of neuroscience …, 2015 - Elsevier
Background The accuracy of EEG source localization depends on a sufficient sampling of
the surface potential field, an accurate conducting volume estimation (head model), and a …

Robust artifactual independent component classification for BCI practitioners

I Winkler, S Brandl, F Horn, E Waldburger… - Journal of neural …, 2014 - iopscience.iop.org
Objective. EEG artifacts of non-neural origin can be separated from neural signals by
independent component analysis (ICA). It is unclear (1) how robustly recently proposed …

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 …

The neuroscience of meditation: classification, phenomenology, correlates, and mechanisms

T Brandmeyer, A Delorme, H Wahbeh - Progress in brain research, 2019 - Elsevier
Rising from its contemplative and spiritual traditions, the science of meditation has seen
huge growth over the last 30 years. This chapter reviews the classifications …

Increased gamma brainwave amplitude compared to control in three different meditation traditions

C Braboszcz, BR Cahn, J Levy, M Fernandez… - PloS one, 2017 - journals.plos.org
Despite decades of research, effects of different types of meditation on
electroencephalographic (EEG) activity are still being defined. We compared practitioners of …

The use of multivariate EMD and CCA for denoising muscle artifacts from few-channel EEG recordings

X Chen, X Xu, A Liu, MJ McKeown… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Electroencephalography (EEG) recordings are often contaminated by muscle artifacts. In the
literature, a number of methods have been proposed to deal with this problem. Yet most …

No relationship between frontal alpha asymmetry and depressive disorders in a multiverse analysis of five studies

A Kołodziej, M Magnuski, A Ruban, A Brzezicka - Elife, 2021 - elifesciences.org
For decades, the frontal alpha asymmetry (FAA)–a disproportion in EEG alpha oscillations
power between right and left frontal channels–has been one of the most popular measures …