Brain-Computer Interfaces, Open-Source, and Democratizing the Future of Augmented Consciousness

被引:5
|
作者
Bernal, Guillermo [1 ]
Montgomery, Sean M. [2 ]
Maes, Pattie [1 ]
机构
[1] MIT, Media Lab, Cambridge, MA 02139 USA
[2] Connected Future Labs, New York, NY USA
来源
关键词
augmentation; art; closed-loop systems; virtual realities; open-source; brain computer interface; HEART-RATE-VARIABILITY; OSCILLATIONS; SYNCHRONY; OBESITY; GAMES; INDEX; BCI;
D O I
10.3389/fcomp.2021.661300
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Accessibility, adaptability, and transparency of Brain-Computer Interface (BCI) tools and the data they collect will likely impact how we collectively navigate a new digital age. This discussion reviews some of the diverse and transdisciplinary applications of BCI technology and draws speculative inferences about the ways in which BCI tools, combined with machine learning (ML) algorithms may shape the future. BCIs come with substantial ethical and risk considerations, and it is argued that open source principles may help us navigate complex dilemmas by encouraging experimentation and making developments public as we build safeguards into this new paradigm. Bringing open-source principles of adaptability and transparency to BCI tools can help democratize the technology, permitting more voices to contribute to the conversation of what a BCI-driven future should look like. Open-source BCI tools and access to raw data, in contrast to black-box algorithms and limited access to summary data, are critical facets enabling artists, DIYers, researchers and other domain experts to participate in the conversation about how to study and augment human consciousness. Looking forward to a future in which augmented and virtual reality become integral parts of daily life, BCIs will likely play an increasingly important role in creating closed-loop feedback for generative content. Brain-computer interfaces are uniquely situated to provide artificial intelligence (AI) algorithms the necessary data for determining the decoding and timing of content delivery. The extent to which these algorithms are open-source may be critical to examine them for integrity, implicit bias, and conflicts of interest.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] OpenViBE: Open-Source Software for Brain-Computer Interfaces
    Lecuyer, Anatole
    Renard, Yann
    [J]. ERCIM NEWS, 2009, (78): : 39 - 40
  • [2] MetaBCI: An open-source platform for brain-computer interfaces
    Mei, Jie
    Luo, Ruixin
    Xu, Lichao
    Zhao, Wei
    Wen, Shengfu
    Wang, Kun
    Xiao, Xiaolin
    Meng, Jiayuan
    Huang, Yongzhi
    Tang, Jiabei
    Cheng, Longlong
    Xu, Minpeng
    Ming, Dong
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 168
  • [3] Brain-Computer Interfaces in Disorders of Consciousness
    He, Qiheng
    He, Jianghong
    Yang, Yi
    Zhao, Jizong
    [J]. NEUROSCIENCE BULLETIN, 2023, 39 (02) : 348 - 352
  • [4] Brain-computer interfaces in the continuum of consciousness
    Kuebler, Andrea
    Kotchoubey, Boris
    [J]. CURRENT OPINION IN NEUROLOGY, 2007, 20 (06) : 643 - 649
  • [5] Brain-Computer Interfaces in Disorders of Consciousness
    Qiheng He
    Jianghong He
    Yi Yang
    Jizong Zhao
    [J]. Neuroscience Bulletin, 2023, 39 : 348 - 352
  • [6] The Future of Brain-Computer Interfaces
    Abrams, Zara
    [J]. IEEE PULSE, 2022, 13 (06) : 21 - 24
  • [7] Brain-computer interfaces for patients with disorders of consciousness
    Gibson, R. M.
    Owen, A. M.
    Cruse, D.
    [J]. BRAIN-COMPUTER INTERFACES: LAB EXPERIMENTS TO REAL-WORLD APPLICATIONS, 2016, 228 : 241 - 291
  • [8] The future of brain-computer interfaces in medicine
    Webster, Paul
    [J]. NATURE MEDICINE, 2024, 30 (06) : 1508 - 1509
  • [9] Trends and Future of Brain-Computer Interfaces
    Yeom, Hong Gi
    [J]. 2018 JOINT 10TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (SCIS) AND 19TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (ISIS), 2018, : 785 - 788
  • [10] OpenViBE: An Open-Source Software Platform to Design, Test, and Use Brain-Computer Interfaces in Real and Virtual Environments
    Renard, Yann
    Lotte, Fabien
    Gibert, Guillaume
    Congedo, Marco
    Maby, Emmanuel
    Delannoy, Vincent
    Bertrand, Olivier
    Lecuyer, Anatole
    [J]. PRESENCE-VIRTUAL AND AUGMENTED REALITY, 2010, 19 (01): : 35 - 53