This National Science Foundation Project Grant of $299,181 supports research and education efforts toward opportunistic, fast, and robust in-cache artificial intelligence acceleration at the edge for Internet of Things devices. Funded under the Computer and Information Science and Engineering program (CFDA 47.070), the award to New Jersey Institute of Technology from January 1, 2023 to December 31, 2025 aims to design and deploy new hardware-oriented AI algorithms for efficient image...
This $219,227 Project Grant award from the National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) supports research at the University of Texas at San Antonio (UTSA) to develop innovative methods for integrating adaptive tiny machine learning models into battery-less Internet of Things (IoT) systems. The key objectives are: Fundamental redesign and optimization of tiny machine learning models to enable timely data analysis and...
This Project Grant award of $174,975 from the National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) program supports research at Worcester Polytechnic Institute (WPI) to develop an integrated framework for opportunistic computation offloading from battery-free Internet of Things (IoT) devices to persistently powered edge computing devices. The key objectives are to: (1) design a scheduling system to determine optimal communication and computation strategies...
This $300,000 Project Grant awarded by the National Science Foundation (NSF) under the Engineering program (CFDA 47.041) aims to develop batteryless technology for Internet of Things (IoT) devices. The project integrates artificial intelligence (AI) and deep learning techniques to harness the potential of batteryless sensors for personalized data analytics, with far-reaching implications for healthcare, IoT, and augmented/virtual reality applications. Key objectives include developing new deep...
This National Science Foundation (NSF) Project Grant award under the Computer and Information Science and Engineering (CISE) program, with an obligated funding amount of $261,503, supports research to develop secure and robust intermittent computing capabilities for resource-constrained Internet of Things (IoT) devices. The research from the University of Texas at Austin aims to address security vulnerabilities in energy harvesting IoT nodes by creating secure intermittent-robust computation...
This Project Grant award from the National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) is supporting a $263,830 collaborative research project to develop secure and robust intermittent computing capabilities for resource-constrained Internet of Things (IoT) devices. The research aims to address critical security vulnerabilities in these normally-off, energy-harvesting devices that are widely used across various IoT applications, from...
The National Science Foundation (NSF) awarded a $225,761 Project Grant to the University of California, Los Angeles (UCLA) through its Computer and Information Science and Engineering (CISE) program (CFDA 47.070) to conduct collaborative research on security and robustness for intermittent computing using cross-layer post-CMOS approaches. The 3-year project, running from October 1, 2023 to September 30, 2026, aims to address security vulnerabilities in resource-limited, normally-off energy...
This National Science Foundation (NSF) Project Grant, awarded under the Engineering (CFDA 47.041) program, will support research to develop an energy-efficient deep neural network (DNN) framework for Internet-of-Things (IoT) camera systems. The $138,986 award to the Georgia Tech Research Corporation will fund a 1-year collaborative effort to optimize DNN models, hardware, and algorithms to enable ubiquitous deployment of intelligent, DNN-powered functions in resource-constrained IoT devices. The...
The National Science Foundation (NSF) awarded Virginia Polytechnic Institute & State University (Virginia Tech), a leading public research university, a $450,000 Project Grant under the NSF's Computer and Information Science and Engineering program (CFDA 47.070). The grant supports technical advances in the design of small, low-power computing hardware and software for energy harvesting systems to restore the continuous power abstraction for batteryless Internet of Things (IoT) devices....
The Trustees of Dartmouth College received a $440,000 project grant award from the National Science Foundation Division of Electrical, Communications and Cyber Systems to develop a new type of artificial intelligence that requires no more power to operate than what is available from a self-powered sensor. The goal of the research is to design, implement, and evaluate an analog long short-term memory that is 16 times more power efficient than the state-of-the-art. This will be achieved through...