CONCLUSIONS: Personalized upper-alpha NF produced higher EEG learning and selective motor-speed improvements but did not outperform sham in reducing parent-rated ADHD symptoms. Eight sessions sufficed for robust EEG modulation, yet non-specific training effects likely drove clinical gains, indicating NF alone may not be an adequate ADHD treatment.
