Unary Computing Jun 30, 2018 Go to Project Site Unary Computing Architecture Low Power Energy Efficiency Di Wu PhD student A Wisconsin Badger in Computer Architecture! Related Normalized Stability: A Cross-Level Design Metric for Early Termination in Stochastic Computing Unary Computing for General Matrix Multiplication uGEMM: Unary Computing Architecture for GEMM Applications uGEMM: Unary Computing Architecture for GEMM Applications uGEMM: Unary Computing for GEMM Applications Posts The website for unary computing is up! The website can be accessed here. Feb 1, 2021 1 min read Project uGEMM (ISCA'20) is selected as one of twelve IEEE Micro Top Picks for 2020 This top pick paper is titled “uGEMM: Unary Computing for GEMM Applications” in the IEEE Micro 2021 special issue on “Top Picks from the 2020 Computer Architecture Conferences”, collecting some of the most significant research papers in computer architecture based on novelty and potential for long-term impact. Jan 8, 2021 1 min read Project A paper on nonlinear SC unit design is accepted in IEEE Design & Test 2021 This paper is titled “In-Stream Correlation-Based Division and Bit-Inserting Square Root in Stochastic Computing” in the IEEE Design & Test 2021 Special Issue on Stochastic Computing for Neuromorphic Architectures. And it is an extended work of the previous DAC'19 paper. Dec 30, 2020 1 min read Project A paper on metric-based early termination is accepted in ASP-DAC 2021 More information can be found here. Sep 12, 2020 1 min read Project A paper on unary GEMM architecture is accepted in ISCA 2020 More information can be found here. May 30, 2020 1 min read Project A paper on nonlinear unit design is accepted in DAC 2019 More information can be found here. Jun 2, 2019 1 min read Project Publications uGEMM: Unary Computing for GEMM Applications General matrix multiplication (GEMM) is pervasive in various domains, such as signal processing, computer vision, and machine learning. … Di Wu, Jingjie Li, Ruokai Yin, Hsuan Hsiao, Younghyun Kim, Joshua San Miguel Cite Project Source Document Normalized Stability: A Cross-Level Design Metric for Early Termination in Stochastic Computing Stochastic computing is a statistical computing scheme that represents data as serial bit streams to greatly reduce hardware … Di Wu, Ruokai Yin, Joshua San Miguel PDF Cite Code Project Slides Source Document In-Stream Correlation-Based Division and Bit-Inserting Square Root in Stochastic Computing Stochastic Computing (SC) has shown great promise in achieving low hardware area and power consumption for neuromorphic architectures … Di Wu, Ruokai Yin, Joshua San Miguel Cite Code Project Source Document uGEMM: Unary Computing Architecture for GEMM Applications General matrix multiplication (GEMM) is universal in various applications, such as signal processing, machine learning, and computer … Di Wu, Jingjie Li, Ruokai Yin, Hsuan Hsiao, Younghyun Kim, Joshua San Miguel PDF Cite Project Slides Video Source Document In-Stream Stochastic Division and Square Root via Correlation Stochastic Computing (SC) is designed to minimize hardware area and power consumption compared to traditional binary-encoded … Di Wu, Joshua San Miguel PDF Cite Project Poster Slides Source Document
