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[Ethical risks and regulatory considerations in neurofeedback technology].

Yuhang Xue1,2, Zhihao Li1,2, Fan Wang1,2

  • 1Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, P. R. China.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi
|April 27, 2026
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Summary

Neurofeedback offers brain regulation benefits but poses ethical risks. This paper proposes an ethical framework to ensure responsible innovation in neurofeedback technology.

Keywords:
Autonomy and privacyEthical normsEthical risksInformed consentNeurofeedback

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Area of Science:

  • Neuroscience
  • Bioethics
  • Cognitive Science

Background:

  • Neurofeedback utilizes real-time brain activity for self-regulation.
  • It shows promise in treating neuropsychiatric conditions and enhancing cognition.
  • Ethical concerns include autonomy, identity, privacy, and vulnerable populations.

Purpose of the Study:

  • To identify and analyze the ethical risks associated with neurofeedback.
  • To propose a framework for ethical evaluation and responsible innovation in neurofeedback.
  • To address challenges in informed consent, particularly for implicit neurofeedback.

Main Methods:

  • Literature review and ethical risk analysis of neurofeedback applications.
  • Development of an ethical evaluation framework proposal.
  • Discussion of ethics-embedded design and international cooperation strategies.

Main Results:

  • Neurofeedback presents significant ethical challenges impacting cognitive autonomy and personal identity.
  • Informed consent is a critical issue, especially with implicit neurofeedback systems.
  • A proactive ethical framework is necessary to guide technological advancement.

Conclusions:

  • Establishing an ethical evaluation framework is crucial for neurofeedback development.
  • Promoting ethics-embedded design and public education is essential for responsible innovation.
  • International cooperation is needed to safeguard against neurofeedback's ethical risks.