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BRAIN Initiative: Brain-Behavior Quantification and Synchronization Transformative and Integrative Models of Behavior at the Organismal Level (U01 Clinical Trial Optional) - RFA-DA-24-040

Funder
National Institutes of Health
LOI Deadline
LOI Required
Recommended, but not required
Application Deadline
Maximum Project Duration
5 years
Research Focus Areas
Artificial Intelligence/Machine Learning
Computational Psychiatry
Neurobiology/Neuroscience
Behavioral and Systems
Computational
Research Methods
Artificial Intelligence/Machine Learning
Neural Networks
Computational Biology
Mixed Methods Research
Quantitative Research Methods
Randomized Trial Designs
Randomized Control Trials (RCT)
Description
This Brain-Behavior Quantification and Synchronization notice of funding opportunity (NOFO) seeks applications that bring together transdisciplinary teams and aim to 1) develop, validate, and apply cutting-edge tools and methods for minimally invasive, multi-dimensional, high-resolution objective measurement of behavior at the organismal level, with synchronous capture of dynamic environmental data; 2) develop advanced analytic approaches to integrate multidimensional behavioral, neural and environmental data; and 3) develop and test new theoretical and computational models aiming to advance understanding of behavior as a complex dynamic system. Proposed projects are expected to be designed with the capacity to integrate synchronously recorded neural data and/or inform existing models of neurobehavioral function, such as those developed with the support of the NIH BRAIN Initiative. This BRAIN Initiative NOFO is specifically soliciting applications proposing basic research involving human subjects, including observational studies and secondary data analysis, that aims to reveal and understand fundamental principles underlying behavioral function. This NOFO is not intended to stimulate research focused on specific diseases or disorders, nor research limited to the use of non-human animal modes. Applications proposing research exclusively in non-human animal models should apply under the companion NOFO, RFA-DA-24-041.