grant

Neuroinformatics Research Core

Organization KANSAS STATE UNIVERSITYLocation MANHATTAN, UNITED STATESPosted 15 Jul 2017Deadline 31 May 2027
NIHUS FederalResearch GrantFY2025AI based modelAI modelAI systemArtificial IntelligenceAuditoryAwardBehavioralCNS plasticityCOBRECenter of Biomedical Research ExcellenceCenters of Research ExcellenceCognitiveCollaborationsComputer ModelsComputer ReasoningComputerized ModelsCore FacilityDWI (diffusion weighted imaging)DWI-MRIDataData AnalyticsData SecurityData Storage and RetrievalData awarenessDevelopmentDiffusion MRIDiffusion Magnetic Resonance ImagingDiffusion Weighted MRIDiffusion weighted imagingDiffusion-weighted Magnetic Resonance ImagingEEGEXTMRElectroencephalogramElectroencephalographyElectrophysiologyElectrophysiology (science)EngineeringEnvironmentEquipmentExtramuralExtramural ActivitiesFacultyFunctional MRIFunctional Magnetic Resonance ImagingFundingFutureGeneralized GrowthGoalsGrantGrowthHigh Performance ComputingIceInstitutionInvestigatorsKansasLearningMR ImagingMR TomographyMRIMRIsMachine IntelligenceMachine LearningMagnetic Resonance ImagingMedical Imaging, Magnetic Resonance / Nuclear Magnetic ResonanceMedical centerMissionModelingModernizationNMR ImagingNMR TomographyNeurobiologyNeuronal PlasticityNeurophysiology / ElectrophysiologyNeurosciencesNuclear Magnetic Resonance ImagingPhaseR-Series Research ProjectsR01 MechanismR01 ProgramResearchResearch ActivityResearch GrantsResearch InfrastructureResearch PersonnelResearch Project GrantsResearch ProjectsResearch ResourcesResearchersResourcesRouteSecureServicesStatistical Data AnalysesStatistical Data AnalysisStatistical Data InterpretationSystemTechniquesTechnologyTimeTissue GrowthTrainingTraining SupportUniversitiesZeugmatographyanalytical toolartificial intelligence modelartificial intelligence-based modelbehavior measurementbehavioral measurebehavioral measurementcentral nervous system plasticitycloud basedcognitive abilitycognitive benefitscognitive neurosciencecollegecollegiatecomputational modelingcomputational modelscomputer based modelscomputerized modelingdMRIdata accessdata disseminationdata managementdata retrievaldata sharingdata storagedesigndesigningdevelopmentaldiffusion tensor imagingelectrophysiologicalfMRIgraduate studenthigh-end computingimprovedinformation securitylaboratory facilitylarge data setslarge datasetsmachine based learningmemberneuralneural imagingneural plasticityneuro-imagingneurobiologicalneuroimagingneuroinformaticsneurological imagingneuroplasticneuroplasticityontogenyprogramsrecruitskillsstatistical analysissuccesstooltraining opportunitytransgenic AD modeltransgenic Alzheimer's modeltransgenic model of alzheimer disease
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Full Description

PROJECT SUMMARY: NEUROINFORMATICS CORE
The Neuroinformatics (NI) Core was established at Kansas State University (K-State) with Phase 1 COBRE

funding to support the primary projects, programs, and cores across CNAP. In Phase 2, the NI Core will

extend our skills in systems, workflow design, and high-performance computing (HPC) to include deep

expertise in machine learning and artificial intelligence (ML/AI) models, adding two faculty advisors and two

graduate students to the core. The NI Core provides secure, fast, and efficient access for data sharing,

analytics, computational modeling, and HPC. This core is particularly important for supporting the

management, analysis, and modeling of large data sets collected in neuroscience studies such as

neuroimaging (functional magnetic resonance imaging, diffusion tensor imaging), neural recordings

(electroencephalography, electrophysiology), auditory learning, transgenic Alzheimer’s Disease modeling, and

other quantitative behavioral measurements that are often conducted in real-time. During Phase 2, the NI Core

will add support for on-premises and cloud-based sensitive data and analysis in partnership with the K-State

Chief Information Security Officer and the Research Information Security Enclave (RISE). RISE is a cloud-

based system that uses Microsoft Azure cloud to meet the appropriate standards for sponsored-research

efforts. The NI Core is an established core facility that will support all three primary projects, the two other

research cores, and all CNAP programs. NI Core access will be available to all primary and affiliated members

of CNAP. The provision of HPC and data storage capabilities will continue to promote our ability to attract top

researchers (e.g., new faculty at K-State, pilot grant leaders, and additional researchers who will benefit from

CNAP resources). Neuroscience researchers are becoming increasingly reliant on tools for working with large

data sets and the effective application of machine learning techniques. The NI Core will supply excellent

support for executing modern neuroscience techniques that generate, analyze, and distribute large data sets,

removing a barrier to CNAP faculty and researchers whose research relies on these techniques currently, or

those whose research will do so in the future. Increased tools and staff resources will continue to support

extramural funding success across the cores and programs and promote graduation of junior investigators to

independent status. This core will continue to directly support the other two CNAP core facilities and will

provide an excellent resource for developing new collaborations with Scientific Exchange Network partner

institutions and supporting training opportunities for acquiring new machine learning and data analytic

techniques. The overarching goal of the NI Core is to promote the ability of CNAP researchers to compete for

extramural funding by incorporating cutting-edge technologies, such as ML/AI, that are needed to answer the

most challenging questions facing modern neuroscience researchers.

Grant Number: 5P20GM113109-09
NIH Institute/Center: NIH

Principal Investigator: Daniel Andresen

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