Project Grant 2548047
- This $425,875 federal Project Grant award was provided by the National Science Foundation (NSF) under the Computer and Information Science and Engineering (CISE, CFDA 47.070) program. The award was granted to The Leland Stanford Junior University (Stanford University) to develop new computational and statistical methods to analyze high-dimensional neural recording and behavioral video data. The goal is to better understand how the brain produces natural behavior by linking brain activity to...
- This National Science Foundation (NSF) Project Grant award, under the STEM Education (CFDA 47.076) program, provides $150,000 in funding to Lehigh University for a collaborative research project titled "DYNAMIC BRAIN GRAPH MINING - MAPPING THE CONNECTIONS IN HUMAN BRAINS AS NETWORKED SYSTEMS." The project aims to develop new methods for modeling the dynamics of brain graphs derived from neuroimaging data, in order to generate accurate, interpretable, and fair predictions about...
- The National Science Foundation (NSF) awarded a $593,662 Project Grant under the Computer and Information Science and Engineering (CISE) program to the University of Maryland, College Park. The grant supports the development of an asynchronous distributed machine learning framework for collaborative analysis of brain imaging and genomics big data across multiple research sites. Key objectives include: 1) designing new asynchronous distributed algorithms for genome-wide association studies and...
- This $240,000 federal Project Grant award from the National Science Foundation (NSF) under the Computer and Information Science and Engineering (CISE) program (CFDA 47.070) is supporting research at Yale University to develop new computational frameworks that combine large language models with neural operator learning techniques. The goal is to improve the ability to model and analyze spatiotemporal phenomena in biomedical research, such as tracking cellular and brain processes over time and...
- This Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program provides $200,000 to Emory University to develop new methods for modeling the dynamics of brain graphs derived from neuroimaging data. The 3-year project, starting on October 1, 2023, aims to create a unified framework of brain graph ordinary differential equations (BrainGDE) that integrates advanced deep graph learning techniques and ordinary differential...
- This three-year, $300,000 Project Grant from the National Science Foundation Division of Mathematical Sciences under the Mathematical and Physical Sciences program (CFDA 47.049) will support the development of statistical methods for learning the evolution of connectivity in complex time series data. Key products include estimation and inference methods for a Nonstationary Graphical Model framework called NonSTGM that captures nonstationary dynamics in multivariate systems through a sparse...
- This Project Grant from the National Science Foundation Division of Social and Economic Science, under the Social, Behavioral, and Economic Sciences federal grant program (CFDA 47.075), provides $275,112 to the University of Pittsburgh for the project "Bayesian Inference of Whole-Brain Directed Networks using Neuroimaging Data." The project will develop new statistical models and computationally efficient algorithms to analyze functional magnetic resonance imaging (fMRI) data to better...
- The National Science Foundation (NSF) awarded a $600,000 Project Grant to Carnegie Mellon University under the Computer and Information Science and Engineering (CISE) Federal Grant Program (CFDA 47.070). The 3-year project, running from June 1, 2025 to May 31, 2028, aims to investigate the computational mechanisms underlying a recently discovered neural process in the brain - the ability of neurons in the early visual cortex to rapidly form local recurrent circuits. The project seeks to...
- The National Science Foundation (NSF) awarded a $225,000 Project Grant under the Mathematical and Physical Sciences (CFDA 47.049) program to The Leland Stanford Junior University. The 3-year grant, effective July 1, 2024, aims to gain a deeper theoretical understanding of the statistical properties of neural networks, which have revolutionized science and engineering. Key research directions include studying the distinguishing features of deep neural networks compared to classical statistical...
- This $266,538 Project Grant award from the National Science Foundation's (NSF) Mathematical and Physical Sciences program (CFDA 47.049) supports collaborative research on the effects of connectivity architecture and distributed delays in brain network dynamics. The project aims to establish a quantitative framework that considers both spatial connectivity and temporal history of neural interactions, using networks of coupled equations with time delays. The research team, led by The Research...
This Project Grant award of $503,740 from the National Science Foundation's Computer and Information Science and Engineering (CFDA 47.070) program supports the development of new probabilistic models and scalable machine learning techniques for analyzing complex spatiotemporal data, with a focus on applications to mapping dynamic brain connectivity. The principal investigator at Stanford University will create transformative tools for modeling high-dimensional spatiotemporal datasets, addressing key challenges around model flexibility, computational scalability, and mitigating data biases. This research aims to produce practical software solutions that can enhance the understanding of neural information processing and its relation to cognition and behavior, with potential applications to studying and treating neurological disorders. The project also includes curriculum development on probabilistic modeling for spatiotemporal data and plans to involve graduate students from underrepresented groups. The award period runs from August 1, 2025 through April 30, 2026.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $503.7k | 9/7/25 |