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触觉神经假体在清醒行为大鼠中的实时性能。

Real-Time Performance of a Tactile Neuroprosthesis on Awake Behaving Rats.

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2019 May;27(5):1053-1062. doi: 10.1109/TNSRE.2019.2910320. Epub 2019 Apr 11.

Abstract

With the advancement of electrode and equipment technology, neuroprosthetics have become a promising alternative to partially compensate for the loss of sensorimotor function in amputees and patients with neurological diseases. Cortical neural interfaces are suitable especially for spinal cord injuries and amyotrophic lateral sclerosis. Although considerable success has been achieved in the literature by spike decoding of motor signals from the human brain, somatosensory feedback is essential for better motor control, interaction with objects, and the embodiment of prosthetic devices. In this paper, we present a tactile neuroprosthesis for rats based on intracortical microstimulation (ICMS). The rats wore mechanically-isolated boots covered with tactile sensors while performing a psychophysical detection task. The vibrotactile stimuli were measured by the artificial sensors and by using a real-time processor, this information was converted to electrical current pulses for ICMS. Some parameters of the real-time processor algorithm were specific to individual rats and were based on psychometric equivalence functions established earlier. Rats could detect the effects of the vibrotactile stimuli better (i.e., higher sensitivity indices) when the tactile neuroprosthesis was switched on compared to the boot only condition during active movement. In other words, the rats could decode the tactile information embedded in ICMS and use that in a behaviorally relevant manner. The presented animal model without peripheral nerve injury or amputation is also a promising tool to test various hardware and software components of neuroprosthetic systems in general.

摘要

随着电极和设备技术的进步,神经假体已成为部分补偿截肢者和神经疾病患者感觉运动功能丧失的一种很有前途的替代方法。皮质神经接口特别适用于脊髓损伤和肌萎缩性侧索硬化症。尽管文献中已经通过从人脑解码运动信号取得了相当大的成功,但感觉反馈对于更好的运动控制、与物体的交互以及假肢设备的体现至关重要。在本文中,我们提出了一种基于皮质内微刺激 (ICMS) 的大鼠触觉神经假体。大鼠在执行心理物理检测任务时,穿着带有触觉传感器的机械隔离靴。通过人工传感器测量振动触觉刺激,并使用实时处理器将此信息转换为用于 ICMS 的电流脉冲。实时处理器算法的一些参数是针对个体大鼠的,并基于之前建立的心理测量等效函数。与仅穿靴子的情况相比,当触觉神经假体打开时,大鼠在主动运动期间能够更好地检测到振动触觉刺激的效果(即更高的灵敏度指数)。换句话说,大鼠可以解码嵌入 ICMS 的触觉信息,并以与行为相关的方式使用该信息。该动物模型不涉及外周神经损伤或截肢,也是测试神经假体系统各种硬件和软件组件的有前途的工具。

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