Data-Driven NeuroTechnology lab
Data-Driven NeuroTechnology lab
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Resources
Generative Models
Collection of resources for generative models in BCI research
Guido Klein
,
Pierre Guetschel
,
Gianluigi Silvestri
,
Michael Tangermann
Mar 13, 2024
code
Diffusion model
EEGNet model (FID score)
Approximate UMAP
Embedding projection in online scenarios.
Peter Wassenaar
,
Pierre Guetschel
,
Michael Tangermann
Feb 25, 2024
approx-umap
ONEP
Unsupervised Mean-difference Maximization (UMM)
Toolkit for unsupervised BCI ERP classification.
Jan Sosulski
,
Michael Tangermann
Jun 9, 2023
Code
Noise-Tagging Toolbox
A Python/Matlab toolbox for brain-computer interfaces using code-modulated evoked potentials.
Jordy Thielen
May 30, 2023
Poster
Workshop
Talk
pynt
mant
Pre-trained motor-imagery models
Collection of pre-trained neural neworks for motor-imagery decoding.
Pierre Guetschel
May 29, 2023
Poster
Notebook
Pre-trained models
ERP BCI analysis game
An ERP BCI escape room style game.
Dimitar Dimitrov
,
Floris Wettum
Oct 1, 2022
Oscillatory BCI analysis game
An Oscillatory BCI escape room style game.
Dimitar Dimitrov
,
Floris Wettum
Jan 1, 0001
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