title: Theta EEG neurofeedback benefits early consolidation of motor sequence learning.
abstract: Procedural learning is subject to consolidation processes believed to depend on the modulation of functional connections involved in representing the acquired skill. While sleep provides the most commonly studied framework for such consolidation processes, posttraining modulation of oscillatory brain activity may also impact on plasticity processes. Under the hypothesis that consolidation of motor learning is associated with theta band activity, we used EEG neurofeedback (NFB) to enable participants to selectively increase either theta or beta power in their EEG spectra following the acquisition phase of motor sequence learning. We tested performance on a motor task before and after training, right after the NFB session to assess immediate NFB effects, 1 day after NFB to assess interaction between NFB effects and overnight sleep-dependent stabilization, and 1 week after the initial session, to assess the effects of NFB on long-term stabilization of motor training. We also explored the extent of the influence of single-electrode NFB on EEG recorded across the scalp. Results revealed a significantly greater improvement in performance immediately after NFB in the theta group than in the beta group. This effect continued for testing up to 1 week following training. Across participants, post-NFB improvement correlated positively with theta/beta ratio change achieved during NFB. Additionally, NFB was found to cause widespread band-power modulation beyond the electrode used for feedback. Thus, upregulating postlearning theta power may yield contributions to the immediate performance and subsequent consolidation of an acquired motor skill.
authors.affiliation: Baruch Ivcher School of Psychology and Sagol Unit for Applied Neuroscience, Interdisciplinary Center Herzliya, Herzliya, Israel.|Biokeshev Clinic, Givat Haim Ichud, Israel.|Graduate School of Sport Sciences, Waseda University, Tokyo, Japan.
authors.forename: Roman
authors.initials: R
authors.lastname: Rozengurt
authors.affiliation: Biokeshev Clinic, Givat Haim Ichud, Israel.
authors.forename: Anat
authors.initials: A
authors.lastname: Barnea
authors.affiliation: Graduate School of Sport Sciences, Waseda University, Tokyo, Japan.
authors.forename: Sunao
authors.initials: S
authors.lastname: Uchida
authors.affiliation: Baruch Ivcher School of Psychology and Sagol Unit for Applied Neuroscience, Interdisciplinary Center Herzliya, Herzliya, Israel.
authors.forename: Daniel A
authors.initials: DA
authors.lastname: Levy
mesh_terms: D000328:Adult; D001611:Beta Rhythm; D002540:Cerebral Cortex / Q000502:physiology*; D004569:Electroencephalography; D005260:Female; D006801:Humans; D008297:Male; D000069077:Memory Consolidation / Q000502:physiology*; D009043:Motor Activity; D058765:Neurofeedback; D011597:Psychomotor Performance / Q000502:physiology*; D013826:Theta Rhythm; D055815:Young Adult
keywords: Consolidation; EEG; Motor learning; Neurofeedback; Procedural