Resources
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Conference Contributions
Posters, talks, and workshops
ERP BCI analysis game
An ERP BCI escape room style game.
Foundation Models (Signal-JEPA)
Tutorial for loading and fine-tuning pre-trained foundation models with Braindecode
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.