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Individualized EEG-Based Neurofeedback Targeting Auditory Steady-State Responses: A Proof-of-Concept Study.

Aurimas Mockevičius1, Aleksandras Voicikas1, Vytautas Jurkuvėnas2

  • 1Institute of Bioscience, Vilnius University, Vilnius, Lithuania.

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Summary

This study developed an individualized EEG neurofeedback system to modulate gamma-band brain activity. High-responding participants showed significant individual gamma frequency modulation, suggesting potential for targeted brainwave control.

Keywords:
Auditory steady-state responseEEGIndividual gamma frequencyNeurofeedbackNeuromodulation

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Area of Science:

  • Neuroscience
  • Cognitive Science
  • Biomedical Engineering

Background:

  • Gamma-band brain oscillations (>30 Hz) are crucial for cognitive functions and altered in neuropsychiatric disorders.
  • Existing neurofeedback (NFB) systems targeting gamma activity often lack personalization.
  • Developing individualized NFB is essential for effective neuromodulation.

Purpose of the Study:

  • To develop and evaluate an individualized electroencephalography (EEG) neurofeedback (NFB) system targeting individual gamma frequency (IGF).
  • To assess the system's efficacy in modulating IGF in healthy volunteers.
  • To explore the relationship between NFB training success and IGF modulation.

Main Methods:

  • Developed an individualized EEG-NFB system using chirp-modulated auditory stimulation to determine IGF (30-60 Hz).
  • Trained 46 healthy volunteers to increase or decrease their IGF using real-time visual feedback and auditory steady-state stimulation.
  • Assessed IGF modulation by comparing high-responders and control groups post-training.

Main Results:

  • Participants trained to modulate IGF showed significant modulation compared to controls.
  • High-responders demonstrated greater IGF modulation than the control group.
  • No significant differences in IGF modulation were observed across sessions or NFB repetitions.

Conclusions:

  • The developed individualized EEG-NFB system shows potential for modulating IGF.
  • This approach may offer a personalized strategy for neuromodulation targeting gamma-band activity.
  • Further research is needed to explore long-term effects and clinical applications in patient populations.