Information Bottleneck as Optimisation Method for SSVEP-Based BCI

Information Bottleneck as Optimisation Method for SSVEP-Based BCI

In this study, the information bottleneck method is proposed as an optimisation method for steady-state visual evoked potential (SSVEP)-based brain-computer interface (BCI). The information bottleneck is an information-theoretic optimisation method for solving problems with a trade-off between prese...

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Bibliographic Details
Main Authors: Ingel, A. (Author), Vicente, R. (Author)
Format: Article
Language:English
Published: Frontiers Media S.A. 2021
Subjects:
Article
brain-computer interface
calibration
classifier
controlled study
correlation analysis
electroencephalography
entropy
feature extraction
human
human experiment
information bottleneck
information processing
latent period
limit of quantitation
mutual information
normal human
optimisation
power spectral density analysis
steady state
steady state visual evoked potential
steady-state visual evoked potential
task performance
task related component analysis
visual evoked potential
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