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update: JOSS paper
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AdamWysokinski committed Oct 29, 2024
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Expand Up @@ -31,7 +31,7 @@ NeuroAnalyzer is a collaborative, non-commercial Julia toolbox developed for res

# Background

NeuroAnalyzer is a Julia [@bezanson_2017] toolbox for analyzing neurophysiological (such as EEG, MEG, MEP and EDA) data. To my knowledge, there is no complete Julia solution for neurophysiology data analysis. There are some available packages (some are not actively developed) to perform individual tasks, such as importing EDF/BDF data ([EDF.jl](https://beacon-biosignals.github.io/EDF.jl/stable/), [EDFPlus.jl](https://github.com/wherrera10/EDFPlus.jl), [BDF.jl](https://github.com/sam81/BDF.jl)), processing EEG data ([EEG.jl](https://github.com/JuliaPackageMirrors/EEG.jl), abandoned), ClusterDepth multiple comparison ([ClusterDepth.jl](https://github.com/s-ccs/ClusterDepth.jl)), performing linear/GAM/hierarchical/deconvolution regression on biological signals ([Unfold.jl](https://github.com/unfoldtoolbox/Unfold.jl)) or plotting topomaps ([TopoPlots.jl](https://github.com/MakieOrg/TopoPlots.jl)). Therefore, the development of `NeuroAnalyzer` was started in 2022 in order to provide researchers in the field of neuroscience/psychiatry/neurology a complete, complex (but still easy to use) solution for importing, editing, processing, analyzing and visualizing neurophysiological data.
NeuroAnalyzer is a Julia [@bezanson_2017] toolbox for analyzing neurophysiological (such as EEG, MEG, MEP and EDA) data. To my knowledge, there is no complete Julia solution for neurophysiology data analysis. There are some available packages (some are not actively developed) to perform individual tasks, such as importing EDF/BDF data ([EDF.jl](https://beacon-biosignals.github.io/EDF.jl/stable/), [EDFPlus.jl](https://github.com/wherrera10/EDFPlus.jl), [BDF.jl](https://github.com/sam81/BDF.jl)), processing EEG data ([EEG.jl](https://github.com/JuliaPackageMirrors/EEG.jl), abandoned), ClusterDepth multiple comparison ([ClusterDepth.jl](https://github.com/s-ccs/ClusterDepth.jl)), performing linear/GAM/hierarchical/deconvolution regression on biological signals ([Unfold.jl](https://github.com/unfoldtoolbox/Unfold.jl)) or plotting topomaps ([TopoPlots.jl](https://github.com/MakieOrg/TopoPlots.jl)). Therefore, the development of `NeuroAnalyzer` was started in 2022 in order to provide researchers in the field of neuroscience, psychiatry or neurology a complete, complex (but still easy to use) solution for importing, editing, processing, analyzing and visualizing neurophysiological data.

# Statement of need

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