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

摘要 我们要求提供补充资料，以便成功地继续和完成该项目。 正如我们最初在资助计划书（1 R 01 NS 102259 - 01 A1）中所述。这个项目 包括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。非预期 这种情况导致了财务挑战，限制了我们完成项目的能力。如果 我们相信，只要有足够的资源，我们可以顺利完成项目的目标。 补充资金将用于支付与采购、培训 从另外两只猴子身上植入并记录

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.