Modulation of critical brain dynamics using closed-loop neurofeedback stimulation

被引:19
|
作者
Zhigalov, Alexander [1 ,2 ]
Kaplan, Alexander [2 ]
Palva, J. Matias [1 ]
机构
[1] Univ Helsinki, Neurosci Ctr, FIN-00014 Helsinki, Finland
[2] Lomonosov Moscow State Univ, Lab Neurophysiol & Neurocomp Interfaces, Fac Biol, Moscow 119991, Russia
基金
俄罗斯科学基金会; 芬兰科学院;
关键词
Closed-loop stimulation; Electroencephalography; Critical neuronal dynamics; Long-range temporal correlations; Excitation-inhibition balance; RANGE TEMPORAL CORRELATIONS; THETA-OSCILLATIONS; EEG-NEUROFEEDBACK; NEURONAL OSCILLATIONS; COMPUTER INTERFACES; DEPRESSIVE DISORDER; MEMORY PERFORMANCE; ALPHA OSCILLATIONS; CORTICAL NETWORKS; SCALING BEHAVIOR;
D O I
10.1016/j.clinph.2016.04.028
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: EEG long-range temporal correlations (LRTCs) are a significant for both human cognition and brain disorders, but beyond suppression by sensory disruption, there are little means for influencing them non-invasively. We hypothesized that LRTCs could be controlled by engaging intrinsic neuroregulation through closed-loop neurofeedback stimulation. Methods: We used a closed-loop-stimulation paradigm where supra-threshold alpha-waves trigger visual flash stimuli while the subject performs the standard eyes-closed resting-state task. As a "sham" control condition, we applied similar stimulus sequences without the neurofeedback. Results: Over three sessions, a significant difference in the LRTCs of a-band oscillations (U = 89, p < 0.028, Wilcoxon rank sum test) and their scalp topography (T = -2.92, p < 0.010, T-test) emerged between the neurofeedback and sham conditions so that the LRTCs were stronger during neurofeedback than sham. No changes (F = 0.16, p > 0.69, ANOVA test) in the scalp topography of alpha-band power were observed in either condition. Conclusions: This study provides proof-of-concept for that EEG LRTCs, and hence critical brain dynamics, can be modulated with closed-loop stimulation in an automatic, involuntary fashion. We suggest that this modulation is mediated by an excitation-inhibition balance change achieved by the closed-loop neuroregulation. Significance: Automatic LRTC modulation opens novel avenues for both examining the functional roles of brain criticality in healthy subjects and for developing novel therapeutic approaches for brain disorders associated with abnormal LRTCs. (C) 2016 International Federation of Clinical Neurophysiology. Published by Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:2882 / 2889
页数:8
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