Machine-learning based control of functional electrical stimulation

基于机器学习的功能性电刺激控制

• 批准号: 10319903
• 负责人: ANDREW J FUGLEVAND
• 金额: $ 7.52万
• 依托单位: UNIVERSITY OF ARIZONA
• 依托单位国家: 美国
• 财政年份: 2018
• 资助国家: 美国
• 起止时间: 2018-06-01 至 2023-02-28
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/10319903
• 关键词: Applications Grants; Electric Stimulation; Funding; Implant; Machine Learning; Monkeys; Muscle; Paralysed; Training; Upper limb movement; base; cost; functional electrical stimulation; nonhuman primate; restoration

ABSTRACT We request a supplement to enable successful continuation and completion of the project Aims as originally outlined in our funded grant proposal (1 R01 NS102259-01A1). This project involves restoration of upper limb movements in temporarily paralyzed non-human primates using machine-learning control of electrical stimulation of 30 muscles. Unanticipated circumstances led to financial challenges that limit our ability to complete the project. If a supplement is provided, we believe that we can successfully complete the Aims of the project. The supplement would provide funds to cover the costs associated with purchasing, training, implanting, and recording from two additional monkeys

抽象的 我们请求补充，以便能够成功继续和完成该项目 目标 正如我们资助的拨款提案 (1 R01 NS102259-01A1) 中最初概述的那样。这个项目 涉及恢复暂时瘫痪的非人类灵长类动物的上肢运动 使用机器学习控制 30 块肌肉的电刺激。意外 情况导致了财务挑战，限制了我们完成该项目的能力。如果一个 提供补充后，我们相信我们能够成功完成该项目的目标。 该补贴将提供资金来支付与采购、培训、 植入并记录另外两只猴子的情况

项目成果

Mitigation of excessive fatigue associated with functional electrical stimulation.

• DOI: 10.1088/1741-2552/aade1c
• 发表时间: 2018-12
• 期刊: Journal of neural engineering
• 影响因子: 4
• 作者: Buckmire AJ;Arakeri TJ;Reinhard JP;Fuglevand AJ
• 通讯作者: Fuglevand AJ

Restoration of complex movement in the paralyzed upper limb.

瘫痪的上肢复杂运动的恢复。

• DOI: 10.1088/1741-2552/ac7ad7
• 发表时间: 2022-07-01
• 期刊: JOURNAL OF NEURAL ENGINEERING
• 影响因子: 4
• 作者: Hasse, Brady A.;Sheets, Drew E. G.;Holly, Nicole L.;Gothard, Katalin M.;Fuglevand, Andrew J.
• 通讯作者: Fuglevand, Andrew J.