brain computer interface

Removing Timing Shortcuts Improves Non-Invasive Brain-to-Textarxiv.org

A new paper reveals that major non-invasive brain-to-text decoding improvements were largely due to models exploiting word timing information, not brain activity. By processing brain activity windows independently to remove this shortcut, the authors achieve significantly better decoding performance from actual brain signals.