The National Science Foundation (NSF) awarded a $125,000 Project Grant under its Biological Sciences program (CFDA 47.074) to The General Hospital Corporation, doing business as Massachusetts General Hospital (MGH), for a collaborative research project titled "EAGER: Deep Learning-Based Multimodal Analysis of Sleep." The two-year project aims to develop a multimodal machine learning approach to simultaneously monitor and process electroencephalogram (EEG) data and animal behavior...
This Project Grant from the National Science Foundation's $150,000 Biological Sciences program (CFDA 47.074) supports research from October 1, 2022 to September 30, 2026 to translate insights from sleep biology to improve continual learning in artificial neural networks. The University of California San Diego will study multi-phasic sleep patterns across the honeybee brain using electrophysiological experiments. This will inform computational models of sleeping neural networks to enhance deep...
The National Science Foundation (NSF) awarded a $259,330 Project Grant under its Social, Behavioral, and Economic Sciences (CFDA 47.075) program to the University of Pittsburgh. This 1-year grant, awarded on May 1, 2024, will support research on "The Datafied Animal: Biologging, Machine Learning and Wildlife Conservation." The project will analyze the ethical, social, and practical implications of using new technologies like miniaturized animal tags, GPS-telemetry, and machine learning...
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 National Science Foundation (NSF) Social, Behavioral, and Economic Sciences (CFDA 47.075) Project Grant award provides $160,000 in funding to support a postdoctoral fellowship investigation into how sleep facilitates the integration of new and existing memories. The goal is to understand the brain mechanisms that enable this integration process, which is critical for building knowledge from new information encountered in daily life. The study will use electroencephalography (EEG),...
This $850,000 Project Grant award, funded jointly by the National Science Foundation's (NSF) Division of Integrative Organismal Systems and Division of Information and Intelligent Systems under CFDA 47.070 Computer and Information Science and Engineering, supports research to understand how sleep and memory are connected in the brain. The project will use long-duration, high-resolution recordings of neuronal activity to observe changes in synaptic connections during sleep and memory tasks,...
The National Science Foundation (NSF) awarded a $166,289 Project Grant to the University of Massachusetts (UMass) under the Engineering program (CFDA 47.041) to develop a novel single-ear biosensing system for continuous facial and eye movement tracking and 3D facial reconstruction. The research aims to enable camera-free facial landmark detection and 3D facial animation through cross-modal transfer learning between visual and biosignal data. Key project objectives include designing low-power...
Eastern Michigan University was awarded a three-year, $149,919 Project Grant from the National Science Foundation Office of Integrative Activities under the Social, Behavioral, and Economic Sciences federal grant program (CFDA 47.075). The grant will fund the acquisition of an electroencephalography (EEG) machine to examine relationships between brain activity and behavior across the lifespan. As the sole sub-awardee, Eastern Michigan University's Office of Research Development will utilize...
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...
This $458,237 Project Grant award from the National Science Foundation's STEM Education (CFDA 47.076) program supports research at Boston College to investigate how opportunities for internal attention during biology lectures can impact student learning. The key objectives are to: (1) examine how manipulating the frequency and duration of "thinking" periods in lectures affects student conceptual understanding; (2) identify neural signatures of attention fluctuations using...