Perturbational Validity for Foundation Models of Brain Dynamics: A Controlled Proof-of-Principle Simulation

José C. Garcí Alanis, Sarah Alizadeh, Marco Rothermel +5

Foundation models for human brain recordings are usually evaluated by signal reconstruction, future-state prediction, and transfer to downstream tasks. However, these benchmarks do…