Resources

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Approximate UMAP

Embedding projection in online scenarios.

ERP BCI analysis game

An ERP BCI escape room style game.

Generative Models

Collection of resources for generative models in BCI research

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.

Python Noise-Tagging Brain-Computer Interface

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

Review of Deep Representation Learning Techniques for BCI

Additional resources for the review of deep representation learning techniques for BCI.

Unsupervised Mean-difference Maximization (UMM)

Toolkit for unsupervised BCI ERP classification.