grant
Bayesian time warping for data-efficient communication brain-computer interfaces
Organization NEW YORK UNIVERSITY SCHOOL OF MEDICINELocation NEW YORK, UNITED STATESPosted 1 May 2026Deadline 30 Apr 2030
NIHUS FederalResearch GrantFY2026Amyotrophic Lateral SclerosisAmyotrophic Lateral Sclerosis Motor Neuron DiseaseApoplexyArchitectureAttentionBehaviorBehavioralBrainBrain Nervous SystemBrain Vascular AccidentCerebral StrokeCerebrovascular ApoplexyCerebrovascular StrokeCervical InjuryCervical spinal cord injuryClinicalCluster AnalysesCluster AnalysisCodeCoding SystemCommunicationComplexComputersDataData AnalysesData AnalysisData SetDevelopmentDevicesElectrodesEncephalonEngineeringEngineering / ArchitectureFutureGehrig's DiseaseHandwritingHeterogeneityHumanIndividualLearningLou Gehrig DiseaseMethodsModalityModelingModern ManMotionMotorMovementNerve CellsNerve UnitNervous System DiseasesNervous System DisorderNeural CellNeurocyteNeurologic DisordersNeurological DisordersNeuronsOutputPalsyParalysedPatientsPerformancePlegiaProbabilitySpeechSpinal Cord TraumaSpinal TraumaSpinal cord injuredSpinal cord injuryStrokeStructureTechniquesTechnologyTestingTextTherapeuticTimeTrainingTraumatic MyelopathyUncertaintybiomedical implantbody movementbrain attackbrain computer interfacebrain implantcerebral vascular accidentcerebrovascular accidentcomparativedata interpretationdata to traindataset to traindevelopmentaldoubtflexibilityflexibleimplant deviceimplantable deviceimprovedindwelling deviceinsightneuralneural implantneural net architectureneural network architectureneurological diseaseneuronalnovelparalysisparalyticperformance testsresponseskillsstrokedstrokestraining datatraining datasets
Description preview
PROJECT SUMMARY
Paralysis due to spinal cord injury, stroke, or amyotrophic lateral sclerosis (ALS) can lead to debilitating
communication deficits. Implanted brain-computer interfaces (BCIs) are a promising approach to treat these
patients. BCIs leverage neural activity to create a desired computer output, such as text. To characterize the…
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