A Pilot Clinical Trial for Speech Neuroprosthesis
A Pilot Clinical Trial for Speech Neuroprosthesis
批准号:
10620623
负责人:
Edward Chang
金额:
$136.53万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-03-03 至 2026-02-28
关键词:
AcousticsAdultAffectAlgorithmsAmyotrophic Lateral SclerosisAreaArticulationArticulatorsAuditoryBrainBrain Stem InfarctionsChronicClinicalClinical TrialsCommunicationCommunication ToolsCommunications MediaDevicesDiseaseElectrocorticogramElectrodesElectroencephalographyEpilepsyFeasibility StudiesFeedbackFutureGenetic TranscriptionGoalsHumanImpairmentImplantIndividualInstitutional Review BoardsInvestigationJawLanguageLarynxLateralLip structureMedicalMethodsMicroelectrodesModelingMotorMotor CortexMuscular DystrophiesMyopathyNervous System TraumaOperative Surgical ProceduresOutcomeParalysedPatientsPerformancePersonsPlayPopulationProductionPropertyProsthesisQuality of lifeRiskSafetySamplingScalp structureSignal TransductionSpecific qualifier valueSpeechSpeedStrokeStudy SubjectSurfaceSystemTarget PopulationsTechnologyTextTimeTongueTrainingWeightWorkbrain computer interfaceclinical applicationcohortcommunication devicedensitydesignimplantationimprovedinnovationneuralneural networkneuroprosthesisneurotransmissionpatient populationphrasespilot trialprimary outcomerecurrent neural networkrestorationsignal processingspeech synthesisspelling
中文摘要
点击翻译按钮获取中文摘要
英文摘要
PROJECT SUMMARY
Neurological injury that results in the loss of communication is devastating. This proposed pilot trial is designed
to evaluate the feasibility of speech prosthetic technology in a small cohort of paralyzed patients. We will leverage
a decade-long scientific investigation of the functional properties of human speech motor cortex, and recent
demonstration of speech decoding in normally speaking patients implanted with electrodes (for epilepsy surgery
planning). We propose an early feasibility study of a long-term direct neural interface for restoration of
communication. We propose three critical innovations to achieve this goal: 1) a chronically implanted high-
density 128 channel electrocorticography (ECoG) array which samples from the entire lateral motor cortex
(including speech motor cortex), 2) application of state-of-the-art neural network decoding approaches, and 3)
direct comparison of text and speech synthesis decoder approaches. Electrocorticography is a method of
recording neural activity (local field potentials) from the brain surface using non-penetrating electrodes. We
hypothesize that ECoG may have distinct advantages for clinical application over current alternatives (e.g.
microelectrode or scalp EEG) given that we can achieve both high-density sampling and cover the entire speech
motor cortex. We have previously demonstrated that this scale and coverage is necessary and sufficient to
decode speech in intact individuals. ECoG has an increasing well documented safety and reliability profile for
long-term implantation in human medical applications such epilepsy and brain computer interfaces. We have
already de-risked regulatory hurdles with FDA IDE and local IRB approval for investigational use. The primary
goals of the study are to enable communication via text and synthesized speech decoded from neural signals.
The secondary goal is to demonstrate the robustness and stability of ECoG-based recordings in the chronic
implantation setting. These aims will determine the feasibility of speech neuroprosthetic technology in target
population of patients who are paralyzed.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Spatiotemporal dynamics of the human emotion network
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批准号:10295661
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项目类别:
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资助金额:$67.81万
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财政年份:2021
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负责人:Edward Chang
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依托单位:
A Pilot Clinical Trial for Speech Neuroprosthesis
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批准号:10113331
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资助金额:$115.81万
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A Pilot Clinical Trial for Speech Neuroprosthesis
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批准号:10364681
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资助金额:$109.35万
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Spatiotemporal dynamics of the human emotion network
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The neural coding of speech across human languages
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批准号:10268977
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资助金额:$136.26万
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财政年份:2020
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负责人:Edward Chang
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依托单位:
The neural coding of speech across human languages
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批准号:10044400
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资助金额:$127.19万
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财政年份:2020
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负责人:Edward Chang
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依托单位:
Technology development for closed-loop deep brain stimulation to treat refractory neuropathic pain
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批准号:10673662
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项目类别:
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资助金额:$0.0万
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财政年份:2019
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负责人:Edward Chang
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依托单位:
Technology development for closed-loop deep brain stimulation to treat refractory neuropathic pain
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批准号:10454152
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项目类别:
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资助金额:$51.11万
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财政年份:2019
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负责人:Edward Chang
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依托单位:
Technology development for closed-loop deep brain stimulation to treat refractory neuropathic pain
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批准号:10223445
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项目类别:
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资助金额:$51.11万
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财政年份:2019
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负责人:Edward Chang
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依托单位:
Functional Architecture of Speech Motor Cortex
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批准号:9205946
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项目类别:
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资助金额:$109.93万
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财政年份:2016
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负责人:Edward Chang
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依托单位:
Functional organization of the superior temporal gyrus for speech perception
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批准号:9039578
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项目类别:
-
资助金额:$32.29万
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财政年份:2012
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负责人:Edward Chang
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依托单位:
Functional organization of the superior temporal gyrus for speech perception
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批准号:10224725
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项目类别:
-
资助金额:$60.85万
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财政年份:2012
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负责人:Edward Chang
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依托单位:
Functional organization of the superior temporal gyrus for speech perception
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批准号:10665793
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项目类别:
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资助金额:$68.19万
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财政年份:2012
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负责人:Edward Chang
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依托单位:
Functional organization of the superior temporal gyrus for speech perception
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批准号:8450085
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项目类别:
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资助金额:$30.72万
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财政年份:2012
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负责人:Edward Chang
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依托单位:
Functional organization of the superior temporal gyrus for speech perception
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批准号:8643221
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项目类别:
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资助金额:$32.32万
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财政年份:2012
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负责人:Edward Chang
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依托单位:
Functional organization of the superior temporal gyrus for speech perception
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批准号:10522676
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项目类别:
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资助金额:$68.2万
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财政年份:2012
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负责人:Edward Chang
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依托单位:
Functional organization of the superior temporal gyrus for speech perception
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批准号:8277156
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项目类别:
-
资助金额:$32.35万
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财政年份:2012
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负责人:Edward Chang
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依托单位:
Functional organization of the superior temporal gyrus for speech perception
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批准号:9382923
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项目类别:
-
资助金额:$66.62万
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财政年份:2012
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负责人:Edward Chang
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依托单位:
Functional Architecture of Human Speech Motor Cortex
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批准号:8146839
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项目类别:
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资助金额:$231.75万
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财政年份:2011
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负责人:Edward Chang
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依托单位:
Neocortical Mechanisms of Categorical Speech Perception
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批准号:8134632
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项目类别:
-
资助金额:$24.9万
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财政年份:2009
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负责人:Edward Chang
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依托单位:
海外基金