Functional Electrical Stimulation and Brain-Machine Interfaces for Simultaneous Control of Wrist and Finger Flexion

Matthew J Mender, Ayobami L Ward, Luis H Cubillos, Madison M Kelberman, Joseph T Costello, Hisham Temmar, Dylan M Wallace, Edanjen T Lin, Jordan L W Lam, Matthew S Willsey, Nishant Ganesh Kumar, Theodore A Kung, Parag G Patil, Cynthia A Chestek
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Abstract

Brain-machine interface (BMI) controlled functional electrical stimulation (FES) is a promising treatment to restore hand movements to people with cervical spinal cord injury. Recent intracortical BMIs have shown unprecedented successes in decoding user intentions, however the hand movements restored by FES have largely been limited to predetermined grasps. Restoring dexterous hand movements will require continuous control of many biomechanically linked degrees-of-freedom in the hand, such as wrist and finger flexion, that would form the basis of those movements. Here we investigate the ability to restore simultaneous wrist and finger flexion, which would enable grasping with a controlled hand posture and assist in manipulating objects once grasped. We demonstrate that intramuscular FES can enable monkeys with temporarily paralyzed hands to move their fingers and wrist across a functional range of motion, spanning an average 88.6 degrees at the metacarpophalangeal joint flexion and 71.3 degrees of wrist flexion, and intramuscular FES can control both joints simultaneously in a real-time task. Additionally, we demonstrate a monkey using an intracortical BMI to control the wrist and finger flexion in a virtual hand, both before and after the hand is temporarily paralyzed, even achieving success rates and acquisition times equivalent to able-bodied control with BMI control after temporary paralysis in two sessions. Together, this outlines a method using an artificial brain-to-body interface that could restore continuous wrist and finger movements after spinal cord injury.
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同时控制手腕和手指屈伸的功能性电刺激和脑机接口
脑机接口(BMI)控制的功能性电刺激(FES)是恢复颈脊髓损伤患者手部运动的一种很有前景的治疗方法。最近的皮层内 BMI 在解码用户意图方面取得了前所未有的成功,但通过功能性电刺激恢复的手部运动在很大程度上仅限于预定的抓握动作。恢复灵巧的手部动作需要持续控制手部许多生物力学相关的自由度,如手腕和手指的弯曲,这将构成这些动作的基础。在此,我们研究了恢复手腕和手指同时屈曲的能力,这将有助于以可控的手部姿势进行抓取,并在抓取物体后协助操作。我们证明,肌肉内固定电子促进电刺激可以使双手暂时瘫痪的猴子在功能性运动范围内移动手指和手腕,掌指关节平均弯曲 88.6 度,腕关节平均弯曲 71.3 度,而且肌肉内固定电子促进电刺激可以在实时任务中同时控制两个关节。此外,我们还演示了一只猴子使用皮层内 BMI 控制虚拟手的腕关节和手指屈曲,无论是在手暂时瘫痪之前还是之后,甚至在两次暂时瘫痪后使用 BMI 控制的成功率和获得时间都与健全人控制相当。总之,这概述了一种使用人工脑-体接口的方法,可以在脊髓损伤后恢复手腕和手指的连续运动。
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