Jathurshan Pradeepkumar

Turns out, naively applying test-time adaptation to EEG foundation models can actually *hurt* performance, especially if you're using gradient-based methods.

By modeling EEG dynamics in continuous time with Neural ODEs, ODEBrain avoids error accumulation and captures instantaneous, nonlinear brain activity better than recurrent architectures.