Project Grant 2106377
- The Massachusetts Institute of Technology (MIT) received a $108,000 Project Grant award from the National Science Foundation Division of Computing and Communication Foundations to support collaboration research on probabilistic, geometric, and topological analysis of neural networks from theory to applications. The two-year award, issued on January 1, 2022 and set to conclude on December 31, 2024, will fund research under the Mathematical and Physical Sciences program (CFDA #47.049). This...
- The Massachusetts Institute of Technology (MIT) received a $500,000 Project Grant award from the National Science Foundation Division of Computing and Communication Foundations on June 1, 2022 to support research titled "AF: SMALL: AN ALGORITHMIC THEORY OF BRAIN BEHAVIOR: CONCEPT REPRESENTATION AND LEARNING IN SPIKING NEURAL NETWORKS." The three-year project will investigate concept representation and learning in spiking neural networks through the lens of algorithmic theory. The award...
- The Massachusetts Institute of Technology (MIT) received a $600,000 Project Grant award from the National Science Foundation (NSF) on December 1, 2021 to fund research titled "COLLABORATIVE RESEARCH: FOUNDATIONS OF DEEP LEARNING: THEORY, ROBUSTNESS, AND THE BRAIN?" through November 30, 2024. The award is part of the NSF's Mathematical and Physical Sciences program (CFDA 47.049), which aims to promote progress in these scientific fields and strengthen the national scientific...
- The Massachusetts Institute of Technology (MIT) was awarded a $500,000 Project Grant from the National Science Foundation Division of Information and Intelligent Systems. The grant will support MIT's "COLLABORATIVE RESEARCH: NCS-FO: STUDYING LANGUAGE IN THE BRAIN IN THE MODERN MACHINE LEARNING ERA" project from September 15, 2021 through August 31, 2025. Under this award, MIT researchers will study human language processing and representation in the brain using modern machine...
- The Massachusetts Institute of Technology (MIT) received a $300,000 Project Grant award from the National Science Foundation (NSF) Division of Computer and Network Systems on October 1, 2021 to support research titled "COLLABORATIVE RESEARCH: CNS CORE: MEDIUM: INFERENCE AND CONTROL IN OVERLAY NETWORKS." The award will fund research from October 1, 2021 through September 30, 2025 under the NSF's Computer and Information Science and Engineering program (CFDA 47.070), which supports...
- The Massachusetts Institute of Technology (MIT) received a three-year, $175,000 Project Grant award from the National Science Foundation (NSF) to support research titled "COLLABORATIVE RESEARCH: CIF: SMALL: LOW-COMPLEXITY ALGORITHMS FOR UNSOURCED MULTIPLE ACCESS AND COMPRESSED SENSING IN LARGE DIMENSIONS" under the NSF's Computer and Information Science and Engineering program (CFDA #47.070). The grant will fund MIT investigator-initiated research from October 1, 2021 to September...
- The Massachusetts Institute of Technology (MIT) received a $531,494 Project Grant award from the National Science Foundation Division of Computing and Communication Foundations on May 1, 2023 to complete work by April 30, 2026. Under this award, MIT will conduct research investigating low-degree methods for optimization in random structures and their potential and limitations. Specifically, MIT aims to verify if low-degree method-based algorithms can achieve state-of-the-art performance across a...
- The Massachusetts Institute of Technology (MIT) received a $499,999 Project Grant award from the National Science Foundation (NSF) to conduct research titled "AF: SMALL: LOWER BOUNDS IN COMPLEXITY THEORY VIA ALGORITHMS" under the NSF's Computer and Information Science and Engineering program (CFDA 47.070). The three-year award beginning October 1, 2021 provides $499,999 in funding for MIT researchers to develop new algorithms aimed at establishing theoretical lower bounds in...
- The Massachusetts Institute of Technology (MIT) received a $1.2 million project grant award from the National Science Foundation Office of Advanced Cyberinfrastructure to support research activities under the Computer and Information Science and Engineering federal grant program (CFDA 47.070). The award will fund a collaborative research project between Aug 1, 2021 and Jul 31, 2025 to develop frameworks that converge Bayesian inverse methods and scientific machine learning in Earth system models...
- The Massachusetts Institute of Technology (MIT) was awarded a $500,000 Project Grant from the National Science Foundation (NSF) Division of Computer and Network Systems. The award is part of the NSF's Computer and Information Science and Engineering program (CFDA 47.070) and will support research into practical private information retrieval from October 1, 2021 to September 30, 2024. Specifically, MIT researchers will develop techniques to advance the security and privacy of data access...
The Massachusetts Institute of Technology (MIT) received a $529,462 Project Grant award from the National Science Foundation (NSF) Division of Computing and Communication Foundations on June 1, 2021 to support research titled "COLLABORATIVE RESEARCH: CIF: MEDIUM: ANALYSIS AND GEOMETRY OF NEURAL DYNAMICAL SYSTEMS." The award is part of the NSF's Computer and Information Science and Engineering program (CFDA #47.070), which supports investigator-initiated research and education in computing, communications, and information science and engineering. Under the award, MIT researchers will conduct analysis and geometry of neural dynamical systems to advance understanding of computation in the brain from June 1, 2021 through May 31, 2024. The Project Grant funding will support this collaborative research effort.
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