A Wireless micro-ECoG Prosthesis for Speech
A Wireless micro-ECoG Prosthesis for Speech
批准号:
10375951
负责人:
Kenneth L Shepard
金额:
$65.56万
依托单位:
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:
2021-09-17 至 2026-08-31
关键词:
AddressAlgorithmsAmyotrophic Lateral SclerosisAreaAuditoryAuditory areaBrainClinicalCommunicationConsumptionCustomDataDevelopmentElectrodesElectroencephalographyEnvironmentEye MovementsFamilyFriendsGenerationsHealth PersonnelHumanImplantInfection preventionLifeLocked-In SyndromeMachine LearningMapsMeasuresModelingMotor CortexMuscular DystrophiesMyopathyNeuromuscular DiseasesPatientsPerformanceProsthesisQuality of lifeReadingResearchResolutionRogaineSamplingSelf-Help DevicesSignal TransductionSpeechTechniquesTechnologyTestingTimeTrainingTranslatingTranslationsVoiceWireless TechnologyWorkbrain surgerydensitydesignhigh dimensionalityimprovedinfection riskliquid crystal polymermachine learning algorithmmotor disorderneural prosthesisneurotransmissionnovelreading abilityreconstructionrelating to nervous systemsignal processingsuccess
中文摘要
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英文摘要
Project Summary / Abstract
Patients who suffer from debilitating neuromuscular disorders (e.g. amyotrophic lateral sclerosis – ALS, Locked-
in-Syndrome – LIS, and muscular dystrophies/myopathies) have difficulty or an inability to communicate through
speech leading to a detrimental loss in quality of life. Current technology using eye movements and
signals/spellers from electroencephalography (EEG) are slow and inconsistent. Neural prostheses offer an
opportunity to produce fast and accurate communication for patients suffering from neuromuscular disorders,
but success for regaining speech has been limited due to technological limitations: there is an inability to capture
the high dimensionality of the brain and an inability to record in naturalistic conditions using fully implanted,
wireless electrode arrays. To solve these challenges, we develop and optimize custom wireless micro-
electrocorticographic (µECoG) arrays with over 1,000 channels to decode speech directly from the human brain.
We will accomplish this by 1) Testing and optimizing the spatial resolution of µECoG to capture neural signals,
2) Fine-tune our machine learning algorithms to decode speech directly from the brain and 3) developing wireless
technology to enable neural prosthetic usage in naturalistic settings. High-density, high channel-count neural
interfaces will offer an unprecedented ability to decode speech from the human brain. This ability combined with
wireless technology, will allow for a new generation of speech neural prostheses.
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A Wireless micro-ECoG Prosthesis for Speech
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批准号:10513407
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项目类别:
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资助金额:$3.39万
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财政年份:2021
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负责人:Kenneth L Shepard
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依托单位:
A Wireless micro-ECoG Prosthesis for Speech
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批准号:10490475
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资助金额:$62.22万
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财政年份:2021
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负责人:Kenneth L Shepard
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依托单位:
A Wireless micro-ECoG Prosthesis for Speech
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批准号:10706320
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资助金额:$61.84万
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财政年份:2021
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负责人:Kenneth L Shepard
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依托单位:
Direct bioelectronic detection of SARS-CoV-2 from saliva using single-molecule field-effect transistor array
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批准号:10266395
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项目类别:
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资助金额:$81.73万
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财政年份:2020
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负责人:Kenneth L Shepard
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Direct bioelectronic detection of SARS-CoV-2 from saliva using single-molecule field-effect transistor array
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批准号:10320987
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项目类别:
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资助金额:$44.78万
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财政年份:2020
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负责人:Kenneth L Shepard
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依托单位:
Integrated, multiplexed high-frequency electronic analysis of DNA in nanopores
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批准号:8545205
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资助金额:$46.87万
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财政年份:2012
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负责人:Kenneth L Shepard
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依托单位:
Integrated, multiplexed high-frequency electronic analysis of DNA in nanopores
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批准号:8719765
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项目类别:
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资助金额:$47.16万
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财政年份:2012
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负责人:Kenneth L Shepard
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依托单位:
Integrated, multiplexed high-frequency electronic analysis of DNA in nanopores
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批准号:8365334
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项目类别:
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资助金额:$50.0万
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财政年份:2012
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负责人:Kenneth L Shepard
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依托单位:
Rapid Allergenic Particle Identification (RAPID)
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批准号:7337686
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项目类别:
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资助金额:$53.14万
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财政年份:2007
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负责人:Kenneth L Shepard
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依托单位:
Rapid Allergenic Particle Identification (RAPID)
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批准号:8073325
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项目类别:
-
资助金额:$0.81万
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财政年份:2007
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负责人:Kenneth L Shepard
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依托单位:
Rapid Allergenic Particle Identification (RAPID)
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批准号:8144564
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项目类别:
-
资助金额:$0.1万
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财政年份:2007
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负责人:Kenneth L Shepard
-
依托单位:
Rapid Allergenic Particle Identification (RAPID)
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批准号:7485182
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项目类别:
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资助金额:$38.24万
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财政年份:2007
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负责人:Kenneth L Shepard
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依托单位:
Rapid Allergenic Particle Identification (RAPID)
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批准号:7630565
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项目类别:
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资助金额:$38.28万
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财政年份:2007
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负责人:Kenneth L Shepard
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依托单位:
Low-cost active CMOS biochips for whole genome analysis
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批准号:7684288
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项目类别:
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资助金额:$36.1万
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财政年份:2005
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负责人:Kenneth L Shepard
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依托单位:
Label-free Real-time Single-molecule Assay Platform for Genomic Identification
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批准号:8655282
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项目类别:
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资助金额:$37.13万
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财政年份:--
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负责人:Kenneth L Shepard
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依托单位:
Label-free Real-time Single-molecule Assay Platform for Genomic Identification
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批准号:9010919
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项目类别:
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资助金额:$45.31万
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财政年份:--
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负责人:Kenneth L Shepard
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依托单位:
Label-free Real-time Single-molecule Assay Platform for Genomic Identification
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批准号:8814181
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项目类别:
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资助金额:$36.09万
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财政年份:--
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负责人:Kenneth L Shepard
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依托单位:
海外基金