This Project Grant award of $450,000 from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) aims to develop novel approaches to electronic design automation (EDA) for creating high-performance and efficient computer hardware. The research introduces a strategy that combines formal techniques with learning-based optimization to enable differentiable hardware synthesis, particularly suited for heterogeneous computing. This new...
This $600,000 Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) supports an initiative at Brown University to integrate machine learning (ML) techniques into electronic design automation (EDA) optimization algorithms. The goal is to improve the performance and speed of EDA tools, which are critical for designing and manufacturing computer chips. The project aims to develop numerical embeddings of chip...
This $800,000 Project Grant awarded by the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) aims to pioneer a computing system for massive AI workloads. The project will develop new architectural and design automation tools for a reconfigurable-on-package system using "tiny chiplets" - miniaturized composable computing components. This innovative approach seeks to address the challenges related to chiplet definition,...
This $250,773 federal Project Grant award from the National Science Foundation's (NSF) STEM Education (CFDA 47.076) program will support Cornell University's research and development of techniques for efficient debugging and profiling of hardware accelerator designs. The key objectives are to: Develop methods for collecting data on accelerator efficiency metrics, including resource consumption, critical timing paths, and cycle-level timing, which will be embodied in a tool generating flame graph...
This $1,139,000 Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) aims to develop innovative dataflow processors that can enhance the energy efficiency and security of edge computing systems. The key technical innovations include a parallel dataflow representation of programs and a simplified, scalable spatial architecture for dataflow processors. The research will be conducted by a diverse team at...
The National Science Foundation (NSF) awarded a $900,000 Project Grant under the Computer and Information Science and Engineering (CFDA 47.070) program to Arizona State University's Orspa division. The funding will be used to expand the application of electronic design automation (EDA) tools, traditionally used in microelectronics, to biomechanical devices such as implantable valves. The project aims to develop equivalent circuit models and leverage finite element analysis to rapidly explore...
The National Science Foundation (NSF) awarded a $127,484 Project Grant under the CFDA 47.070 Computer and Information Science and Engineering program to the University of California, Irvine. The grant, awarded on January 15, 2025, aims to develop an efficient compilation and synthesis flow that can translate high-level programs, such as Python, into optimized domain-specific reconfigurable heterogeneous acceleration systems. The key innovations include creating a heterogeneous acceleration...
Cornell University received a three-year Project Grant award of $598,449 from the National Science Foundation Division of Computing and Communication Foundations under the Computer and Information Science and Engineering federal grant program (CFDA 47.070). The award will support research and development of specialized computer chips and software programs to accelerate artificial intelligence workloads using fine-grained unstructured sparsity and mixed precision techniques. Cornell University...
The National Science Foundation (NSF) awarded a $256,004 Computer and Information Science and Engineering (CISE) program grant to the University of Wisconsin System to develop a novel computing system for advancing parallel computer-aided design (CAD) algorithms on heterogeneous hardware. This 13-month project will research three key components: (1) a parallel and heterogeneous task graph programming model to simplify CAD parallelization, (2) an efficient runtime system to support the...
This Project Grant award from the National Science Foundation (NSF) STEM Education program (CFDA 47.076) provides $3,000,000 to New York University (NYU) to develop an innovative PhD traineeship model that empowers researchers from diverse disciplines to design specialized computer hardware and application-specific integrated circuits (ASICs). The key products and services to be delivered include: Tailored chip design coursework and a "Silicon Makerspace" that makes chip design...