Can brain waves reveal when you decide to pay attention?

Researchers compared EEG activity when people voluntarily shifted attention versus when they were told to shift it, using a controlled paradigm with identical visual stimuli. Machine learning models reliably distinguished the two states from preparatory brain activity, with frontal regions and higher-frequency signals contributing most. The finding suggests voluntary attention has a distinct neural fingerprint that could eventually personalize brain-computer interfaces.