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The functional differentiation of brain–computer interfaces (BCIs) and its ethical implications

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  • Xiao-yu Sun

    (Southeast University)

  • Bin Ye

    (Sun Yat-sen University)

Abstract

The growth of research and applications of brain–computer interfaces (BCIs) has spurred extensive discussion about their ethical implications. However, most existing research has primarily examined ethical issues related to BCIs from a general perspective, with little attention paid to the specific functions of the technology. This has resulted in a mismatch between governance and ethical issues, due to the lack of differentiation between write-in and read-out BCIs. By providing detailed descriptions of the functions and technical approaches of both write-in and read-out BCIs, we argue that ethical governance of BCIs should follow the principle of precise governance and develop refined governance strategies for different functional types of BCIs.

Suggested Citation

  • Xiao-yu Sun & Bin Ye, 2023. "The functional differentiation of brain–computer interfaces (BCIs) and its ethical implications," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-9, December.
  • Handle: RePEc:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-02419-x
    DOI: 10.1057/s41599-023-02419-x
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    1. Leigh R. Hochberg & Daniel Bacher & Beata Jarosiewicz & Nicolas Y. Masse & John D. Simeral & Joern Vogel & Sami Haddadin & Jie Liu & Sydney S. Cash & Patrick van der Smagt & John P. Donoghue, 2012. "Reach and grasp by people with tetraplegia using a neurally controlled robotic arm," Nature, Nature, vol. 485(7398), pages 372-375, May.
    2. Sara Reardon, 2023. "Mind-reading machines are here: is it time to worry?," Nature, Nature, vol. 617(7960), pages 236-236, May.
    3. A. B. A. Stevner & D. Vidaurre & J. Cabral & K. Rapuano & S. F. V. Nielsen & E. Tagliazucchi & H. Laufs & P. Vuust & G. Deco & M. W. Woolrich & E. Someren & M. L. Kringelbach, 2019. "Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep," Nature Communications, Nature, vol. 10(1), pages 1-14, December.
    4. Alim Louis Benabid, 2015. "Spotlight on deep-brain stimulation," Nature, Nature, vol. 519(7543), pages 299-300, March.
    5. David M. Hondula & Evan R. Kuras & Justin Longo & Erik W. Johnston, 2018. "Toward precision governance: infusing data into public management of environmental hazards," Public Management Review, Taylor & Francis Journals, vol. 20(5), pages 746-765, May.
    6. Gopala K. Anumanchipalli & Josh Chartier & Edward F. Chang, 2019. "Speech synthesis from neural decoding of spoken sentences," Nature, Nature, vol. 568(7753), pages 493-498, April.
    7. Nicole Verrochi Coleman & Patti Williams, 2013. "Feeling Like My Self: Emotion Profiles and Social Identity," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(2), pages 203-222.
    8. Stephen H. Scott, 2006. "Converting thoughts into action," Nature, Nature, vol. 442(7099), pages 141-142, July.
    9. David A. Moses & Matthew K. Leonard & Joseph G. Makin & Edward F. Chang, 2019. "Real-time decoding of question-and-answer speech dialogue using human cortical activity," Nature Communications, Nature, vol. 10(1), pages 1-14, December.
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