Engaging new cognitive and motor signals to improve communication prostheses
Engaging new cognitive and motor signals to improve communication prostheses
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
关键词:
AdultAreaAugmentative and Alternative CommunicationBRAIN initiativeBody partBrainClassificationClinical ResearchCognitiveCollaborationsCommunicationComplexComputersContralateralDimensionsElectronic MailEvaluationFour-dimensionalFreedomFundingGenerationsGoalsHandHealth PersonnelHealthcareHomeHumanImplantInstitutionInternetIpsilateralLeftLettersLower ExtremityMapsMeasuresMethodsModernizationMotorMotor CortexMovementMusNational Institute on Deafness and Other Communication DisordersOutcomeParticipantPerformancePersonsPopulationProceduresProsthesisQuadriplegiaRecreationResearchResearch SupportSignal TransductionSiteSocial InteractionSourceSpeechSpeedStandardizationSystemTablet ComputerTechniquesTechnologyTestingUnited States National Institutes of HealthUpper ExtremityWorkarmbrain computer interfaceclinical research sitecommunication devicecomputational platformdesignfallsfirst-in-humanhigh dimensionalityimprovedkinematicsliterateloved onesmarginalizationmobile computingmotor impairmentneuralnonhuman primatenovelperformance testssuccesstooltwo-dimensionalubiquitous computingvirtualwireless
中文摘要
点击翻译按钮获取中文摘要
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.
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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
Non-linear dimensionality reduction on extracellular waveforms reveals cell type diversity in premotor cortex.
细胞外波形的非线性降维揭示了前运动皮层的细胞类型多样性。
DOI:
10.7554/elife.67490
发表时间:
2021-08-06
期刊:
eLife
影响因子:
7.7
作者:
[Lee EK, Balasubramanian H, Tsolias A, Anakwe SU, Medalla M, Shenoy KV, Chandrasekaran C]
通讯作者:
Chandrasekaran C
共 12 条
Dissecting modular and redundant organization of cortical circuits
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批准号:10657919
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资助金额:$208.14万
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财政年份:2023
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负责人:Shaul Druckmann
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依托单位:
CRCNS: US-Israeli Research Proposal: Deciphering reorganization of multi-regional activity following category learning
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批准号:10646434
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项目类别:
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资助金额:$20.28万
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财政年份:2022
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负责人:Shaul Druckmann
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依托单位:
CRCNS: US-Israeli Research Proposal: Deciphering reorganization of multi-regional activity following category learning
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批准号:10610501
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项目类别:
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资助金额:$21.28万
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财政年份:2022
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负责人:Shaul Druckmann
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依托单位:
Single-neuron population dynamics in human speech motor cortex for a speech prosthesis
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批准号:10686001
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项目类别:
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资助金额:$109.91万
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财政年份:2021
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负责人:Shaul Druckmann
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依托单位:
Single-neuron population dynamics in human speech motor cortex for a speech prosthesis
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批准号:10460425
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项目类别:
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资助金额:$113.46万
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财政年份:2021
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负责人:Shaul Druckmann
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依托单位:
Multi-regional neural circuit dynamics underlying short-term memory
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批准号:10677029
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项目类别:
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资助金额:$61.69万
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财政年份:2019
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负责人:Shaul Druckmann
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依托单位:
Multi-regional neural circuit dynamics underlying short-term memory
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批准号:10241924
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项目类别:
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资助金额:$61.69万
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财政年份:2019
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负责人:Shaul Druckmann
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依托单位:
Multi-regional neural circuit dynamics underlying short-term memory
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批准号:9449037
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项目类别:
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资助金额:$25.13万
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财政年份:2017
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负责人:Shaul Druckmann
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依托单位:
Engaging new cognitive and motor signals to improve communication prostheses
-
批准号:10466857
-
项目类别:
-
资助金额:$64.45万
-
财政年份:2015
-
负责人:Shaul Druckmann
-
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