Valeriani Davide, Santoro Francesca, Ienca Marcello
Neurable Inc., Boston, MA, United States.
Institute for Biological Information Processing - Bioelectronics, IBI-3, Forschungszentrum Juelich, Juelich, Germany.
Front Neurorobot. 2022 Oct 11;16:953968. doi: 10.3389/fnbot.2022.953968. eCollection 2022.
The 2020's decade will likely witness an unprecedented development and deployment of neurotechnologies for human rehabilitation, personalized use, and cognitive or other enhancement. New materials and algorithms are already enabling active brain monitoring and are allowing the development of biohybrid and neuromorphic systems that can adapt to the brain. Novel brain-computer interfaces (BCIs) have been proposed to tackle a variety of enhancement and therapeutic challenges, from improving decision-making to modulating mood disorders. While these BCIs have generally been developed in an open-loop modality to optimize their internal neural decoders, this decade will increasingly witness their validation in closed-loop systems that are able to continuously adapt to the user's mental states. Therefore, a proactive ethical approach is needed to ensure that these new technological developments go hand in hand with the development of a sound ethical framework. In this perspective article, we summarize recent developments in neural interfaces, ranging from neurohybrid synapses to closed-loop BCIs, and thereby identify the most promising macro-trends in BCI research, such as simulating vs. interfacing the brain, brain recording vs. brain stimulation, and hardware vs. software technology. Particular attention is devoted to central nervous system interfaces, especially those with application in healthcare and human enhancement. Finally, we critically assess the possible futures of neural interfacing and analyze the short- and long-term implications of such neurotechnologies.
21世纪20年代很可能会见证神经技术在人类康复、个性化应用以及认知或其他增强方面前所未有的发展与应用。新材料和算法已使主动式脑监测成为可能,并推动了能够适应大脑的生物混合和神经形态系统的开发。新型脑机接口(BCI)已被提出,以应对从改善决策到调节情绪障碍等各种增强和治疗挑战。虽然这些BCI通常是以开环模式开发的,以优化其内部神经解码器,但在这十年中,它们在能够持续适应用户心理状态的闭环系统中的验证将越来越多。因此,需要一种积极主动的伦理方法,以确保这些新技术的发展与健全的伦理框架的发展齐头并进。在这篇观点文章中,我们总结了神经接口的最新发展,从神经混合突触到闭环BCI,从而确定了BCI研究中最有前景的宏观趋势,如模拟大脑与连接大脑、脑记录与脑刺激以及硬件与软件技术。我们特别关注中枢神经系统接口,尤其是那些在医疗保健和人类增强方面有应用的接口。最后,我们批判性地评估了神经连接的可能未来,并分析了此类神经技术的短期和长期影响。