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Engaging new cognitive and motor signals to improve communication prostheses

Engaging new cognitive and motor signals to improve communication prostheses
利用新的认知和运动信号来改善沟通假体
批准号:
10675705
负责人:
Shaul Druckmann
金额:
$64.45万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2015
资助国家:
美国
项目状态:
未结题
起止时间:
2015-04-01 至 2025-08-31

项目摘要

项目成果

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中文摘要
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英文摘要
PROJECT SUMMARY While current augmentative and alternative communication (AAC) devices present a variety of access methods for message generation to benefit people with complex communication needs, there still exists a group of literate adults with severe speech and motor impairments (SSMI) who cannot identify a functional means for typing, which is an important tool for computer-based communication. In prior NIDCD- supported research, our research team developed a high performance intracortical brain-computer interface (iBCI) that decodes movement intentions directly from brain activity. This technology has allowed people to control a cursor on a computer screen for communication simply by imagining movements of their own arm. The proposed R01 clinical research will extend this prior work on improving the performance of iBCI systems, as part of the multi-site BrainGate consortium, and utilizing a new fully- implantable, wireless system being developed under separate NIH BRAIN Initiative funded project. The goals of the project are to leverage the discovery of new motor and cognitive signals in human motor cortex to implement and evaluate three new methods for iBCI typing and general purpose computer use: (1) an automatic Error Detect and Undo (EDU) system that uses error-related signals from motor cortex, (2) decoding techniques that create continuous high degree-of-freedom control signals from motor cortex to increase rates of point-and-click iBCI typing in 3D and 4D as compared with 2D, and (3) decoding techniques that classify multiple different “click” signals from motor cortex. A rigorous uniform experimental procedure with clear evaluation metrics will be utilized across all three Specific Aims, in all three research participants, and at each clinical site using a standardized suite of iBCI tasks, assuring consistency across sessions and participants. Upon completion, this project will advance both the capabilities of iBCIs for communication and our understanding of the function of human motor cortex.
期刊论文(19)
专著(0)
科研奖励(0)
会议论文
Initial conditions combine with sensory evidence to induce decision-related dynamics in premotor cortex.
初始条件与感官证据相结合,以诱导前皮层中的决策相关动力学。
DOI: 10.1038/s41467-023-41752-2
发表时间: 2023-10-16
期刊: NATURE COMMUNICATIONS
影响因子: 16.6
作者: [Boucher, Pierre O., Wang, Tian, Carceroni, Laura, Kane, Gary, Shenoy, Krishna V., Chandrasekaran, Chandramouli]
通讯作者: Chandrasekaran, Chandramouli
DOI: 10.1038/s41598-024-51617-3
发表时间: 2024-01-18
期刊: Scientific reports
影响因子: 4.6
作者: []
通讯作者:
DOI: 10.1126/scitranslmed.aac7328
发表时间: 2015-11-11
期刊: Science translational medicine
影响因子: 17.1
作者: [Jarosiewicz B, Sarma AA, Bacher D, Masse NY, Simeral JD, Sorice B, Oakley EM, Blabe C, Pandarinath C, Gilja V, Cash SS, Eskandar EN, Friehs G, Henderson JM, Shenoy KV, Donoghue JP, Hochberg LR]
通讯作者: Hochberg LR
DOI: 10.1038/s41467-020-20371-1
发表时间: 2021-01-27
期刊: Nature communications
影响因子: 16.6
作者: [Shenoy KV, Kao JC]
通讯作者: Kao JC
12
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