Synthesizing EEG Signals from Event-Related Potential Paradigms with Conditional Diffusion Models

Guido Klein, Pierre Guetschel, Gianluigi Silvestri +1

Data scarcity in the brain-computer interface field can be alleviated through the use of generative models, specifically diffusion models. While diffusion models have previously be…