Automated preprocessing methods are critically needed to process the large publicly-available EEG databases, but the optimal approach remains unknown because we lack data quality metrics to compare them. Here, we designed a simple yet robust EEG data qua
and automated preprocessing methods are critically needed to process the large publicly available EEG databases1. Yet, EEG is noisy and often contaminated by artifacts from the environment or the participants. Participants' eye movements and face, jaw, and...
SCoT is a software package that (1) brings combined source decomposition and connectivtiy estimation to the open Python platform, and (2) offers tools for single-trial connectivity estimation. The source code is released under the MIT license and is available online at github.com/SCoT-dev/SCoT...
Code availability The code to perform wavelet transform and compute power correlations and phase-amplitude coupling is publicly available (https://github.com/Huixin-Tan/iEEG_empathy). The access of other codes is available from the corresponding author upon request....
Electroencephalograms (EEGs) display a mixture of rhythmic and broadband fluctuations, the latter manifesting as an apparent 1/f spectral trend. While network oscillations are known to generate rhythmic EEG, the neural basis of broadband EEG remains unex
In this study, we showed that EEG-based classification of speech and music sounds is better than the classification of other natural sounds. Additionally, unlike the responses to impact sounds, this responsiveness did not persist for model-matched stimuli generated to have identical frequency and mod...
Humanish: I believe Brain-Computer Interfaces (BCI) can make the world better if used for the good. Having a framework that can be used to develop BCI-based apps and having a solution with which paralyzed people can communicate with their loved ones is definitely humanish. ...
FACET is implemented in the object-oriented programming paradigm. All classes are put together in theMatlabpackageFACET(note: it has the same name as the class of the correction toolbox). The whole package will be available athttps://github.com/hansiglaser/facetunder the terms of the GNU Gen...
are the standard deviation of the plotted lines. Though surface roughness decreases slightly with each subsequent plating step, the final gold surface is still much rougher than a simple, planar surface. This increases electrode surface area, promotes better film adhesion, and reduces ESI50,81,84,...
To better understand the observed PAC patterns, we further examined the PAC values within each condition (averaged across spectral pairs within clusters showing significant conditional differences). It is important to note that PAC values were indexed by circular-linear correlation coefficients, thus the...