Review of analytical instruments for EEG analysis
S.N. Agapov, V.A. Bulanov, A.V. Zakharov, M.S. Sergeeva
TL;DR
This paper reviews classical and recent analytical tools for EEG data analysis, providing a comprehensive guide for new researchers in cognitive neuroscience.
Contribution
It offers an overview of both traditional and new EEG analytical methods, aiding beginners in understanding and applying these tools.
Findings
Summarizes classical EEG analysis techniques
Introduces recent analytical tools for EEG
Aims to assist new researchers in cognitive EEG
Abstract
Since it was first used in 1926, EEG has been one of the most useful instruments of neuroscience. In order to start using EEG data we need not only EEG apparatus, but also some analytical tools and skills to understand what our data mean. This article describes several classical analytical tools and also new one which appeared only several years ago. We hope it will be useful for those researchers who have only started working in the field of cognitive EEG.
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Taxonomy
TopicsEEG and Brain-Computer Interfaces