Resources

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All Game ERP Oscillatory Deep Learning

Approximate UMAP

Embedding projection in online scenarios.

approx-umap ONEP

ERP BCI analysis game

An ERP BCI escape room style game.

Generative Models

Collection of resources for generative models in BCI research

code Diffusion model EEGNet model (FID score)

Noise-Tagging Toolbox

A Python/Matlab toolbox for brain-computer interfaces using code-modulated evoked potentials.

Poster Workshop Talk pynt mant

Oscillatory BCI analysis game

An Oscillatory BCI escape room style game.

Pre-trained motor-imagery models

Collection of pre-trained neural neworks for motor-imagery decoding.

Poster Notebook Pre-trained models

Unsupervised Mean-difference Maximization (UMM)

Toolkit for unsupervised BCI ERP classification.

Code