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仿生计算机-大脑通信通过外周神经刺激增强自然触觉感知。

Biomimetic computer-to-brain communication enhancing naturalistic touch sensations via peripheral nerve stimulation.

机构信息

Laboratory for Neuroengineering, Department of Health Sciences and Technology, Institute for Robotics and Intelligent Systems, ETH Zürich, Zürich, Switzerland.

School of Electrical Engineering, University of Belgrade, 11000, Belgrade, Serbia.

出版信息

Nat Commun. 2024 Feb 20;15(1):1151. doi: 10.1038/s41467-024-45190-6.

Abstract

Artificial communication with the brain through peripheral nerve stimulation shows promising results in individuals with sensorimotor deficits. However, these efforts lack an intuitive and natural sensory experience. In this study, we design and test a biomimetic neurostimulation framework inspired by nature, capable of "writing" physiologically plausible information back into the peripheral nervous system. Starting from an in-silico model of mechanoreceptors, we develop biomimetic stimulation policies. We then experimentally assess them alongside mechanical touch and common linear neuromodulations. Neural responses resulting from biomimetic neuromodulation are consistently transmitted towards dorsal root ganglion and spinal cord of cats, and their spatio-temporal neural dynamics resemble those naturally induced. We implement these paradigms within the bionic device and test it with patients (ClinicalTrials.gov identifier NCT03350061). He we report that biomimetic neurostimulation improves mobility (primary outcome) and reduces mental effort (secondary outcome) compared to traditional approaches. The outcomes of this neuroscience-driven technology, inspired by the human body, may serve as a model for advancing assistive neurotechnologies.

摘要

通过外周神经刺激与大脑进行人工交流,在感觉运动功能障碍患者中显示出了有前景的结果。然而,这些努力缺乏直观和自然的感觉体验。在这项研究中,我们设计并测试了一个受自然启发的仿生神经刺激框架,该框架能够将“生理上合理的信息”回写到外周神经系统。从机械感受器的计算机模型出发,我们开发了仿生刺激策略。然后,我们将其与机械触摸和常见的线性神经调节进行了实验评估。仿生神经调节产生的神经反应被持续传输到猫的背根神经节和脊髓,其时空神经动力学类似于自然诱导的反应。我们在仿生设备中实现了这些范式,并在患者中进行了测试(ClinicalTrials.gov 标识符 NCT03350061)。我们报告称,与传统方法相比,仿生神经刺激可改善运动能力(主要结果)并降低精神努力(次要结果)。这项受人体启发的神经科学驱动技术的结果可能成为推进辅助神经技术的模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b2c3/10879152/f039f42c0efd/41467_2024_45190_Fig1_HTML.jpg

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