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COCOHA Matlab Toolbox

Authors: Wong, Daniel D.E.; Hjortkjær, Jens; Ceolini, Enea; Cheveigné, Alain de;

COCOHA Matlab Toolbox

Abstract

The COCOHA Matlab Toolbox is a coding framework internally shared within the COCOHA project. It was written to standardize MATLAB data storage and decoding analysis for the project. The data structure is based loosely on FieldTrip’s, but allows for the storage of multiple data sources (e.g. audio/EEG) and provides flexibility in defining dimensions (e.g. channel, time, frequency, rate, scale, etc). Moreover, function calls that modify the contents of the data structure will append their user-defined parameters to the data.cfg cell array. This allows for traceability of results. The functions in the toolbox allow for external functions to operate on the data structure in a robust and standardized way. The MATLAB components are designed for offline prototyping of decoding strategies. On the other hand, realtime processing is primarily implemented with OpenViBE Python scripts. OpenViBE is used as it provides drift correction, and its support for object-oriented programming allows better modularity. The toolbox is not designed to replace FieldTrip for more traditional M/EEG analyses, but rather as a means to supplement such analyses with a support for decoding models. As such FieldTrip import capability is provided (and export capability is still pending).

Keywords

EEG, electroencephalography, auditory attention, decoding

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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