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EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. The number of citation per year corresponds to the following five papers: This is a strong argument for using MATLAB based tools - and in particular EEGLAB - instead of Python-based tools (i.e., MNE).īelow is an analysis of papers referencing EEGLAB, FieldTrip, MNE, MNE-Python, and Brainstorm since 2004. So the pair EEGLAB+Fieldtrip comprises 81% of the citations, and it is continuing to grow, with the MATLAB-based tools (which include Brainstorm) gathering about 90% of all citations. Note that EEGLAB and Fieldtrip are intertwined where Fieldtrip users can write EEGLAB plugins by adding simple wrappers on their Fieldtrip code. If the community is large and the software is popular, it is a safer choice as this ensures many problems people encounter have been solved - it also means that the code is probably more stable and has fewer bugs.Īs of 2020, 56% of the citations of the papers below go to EEGLAB, then 25% go to Fieldtrip, and 19% go to Brainstorm and various versions of MNE.

One of the most important feature when using a software package is usage and community. Should I use MATLAB-based tools or Python-based tools

Nevertheless, there are possible links with Python, which we are detailing here. EEGLAB does not work natively in Python because EEGLAB runs on MATLAB (and, to a considerable extent, on the open source Octave platform).

Python jupyter notebook call java from python