Machine Learning Based Framework for Fast Resource Estimation of RTL Designs Targeting FPGAs

被引：0
|
作者：
Li, Benzheng [1 ]
Zhang, Xi [1 ]
You, Hailong [1 ]
Qi, Zhongdong [1 ]
Zhang, Yuming [1 ]
机构：
[1] Xidian University, School of Microelectronics, No. 2 South Taibai Road, Xi'an, Shaanxi,710071, China
来源：
ACM Transactions on Design Automation of Electronic Systems | 2022年 / 28卷 / 02期
关键词：
714.2 Semiconductor Devices and Integrated Circuits - 721.2 Logic Elements - 723.1.1 Computer Programming Languages - 723.4 Artificial Intelligence;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
33
引用
收藏
相关论文
共 50 条
  • [41] A Machine Learning Based Framework for Adaptive Mobile Learning
    Al-Hmouz, Ahmed
    Shen, Jun
    Yan, Jun
    ADVANCES IN WEB BASED LEARNING - ICWL 2009, 2009, 5686 : 34 - 43
  • [42] Machine Learning Based Resource Utilization and Pre-estimation for Network on Chip (NoC) Communication
    Adesh Kumar
    Paawan Sharma
    Mukul Kumar Gupta
    Roushan Kumar
    Wireless Personal Communications, 2018, 102 : 2211 - 2231
  • [43] Machine Learning Based Resource Utilization and Pre-estimation for Network on Chip (NoC) Communication
    Kumar, Adesh
    Sharma, Paawan
    Gupta, Mukul Kumar
    Kumar, Roushan
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 102 (03) : 2211 - 2231
  • [44] Fast IR Drop Estimation with Machine Learning Invited Paper
    Xie, Zhiyao
    Li, Hai
    Xu, Xiaoqing
    Hu, Jiang
    Chen, Yiran
    2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD), 2020,
  • [45] Fast Clustering Based on State Learning Machine
    Kou, Yu
    Wu, QingXiang
    Li, Xue
    Hong, Sanliang
    PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 1031 - 1035
  • [46] A Machine Learning-Based Framework for Water Quality Index Estimation in the Southern Bug River
    Masood, Adil
    Niazkar, Majid
    Zakwan, Mohammad
    Piraei, Reza
    WATER, 2023, 15 (20)
  • [47] Diffuse reflectance spectroscopy based rapid coal rank estimation: A machine learning enabled framework
    Begum, Nafisa
    Maiti, Abhik
    Chakravarty, Debashish
    Das, Bhabani Sankar
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2021, 263
  • [48] Machine Learning Aided Hardware Resource Estimation for FPGA DNN Implementations
    Diaconu, Dana
    Petrica, Lucian
    Blott, Michaela
    Leeser, Miriam
    2022 IEEE 36TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW 2022), 2022, : 77 - 83
  • [49] FAST-GP: An RTL Functional Verification Framework based on Fault Simulation on GP-GPUs
    Bombieri, Nicola
    Fummi, Franco
    Guarnieri, Valerio
    DESIGN, AUTOMATION & TEST IN EUROPE (DATE 2012), 2012, : 562 - 565
  • [50] Machine Learning-Based Framework for Resource Management and Modelling For Video Analytic in Cloud-Based Hadoop Environment
    Al-Rawahi, Manal
    Edirisinghe, E. A.
    Jeyarajan, Thiyagalingam
    2016 INT IEEE CONFERENCES ON UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING AND COMMUNICATIONS, CLOUD AND BIG DATA COMPUTING, INTERNET OF PEOPLE, AND SMART WORLD CONGRESS (UIC/ATC/SCALCOM/CBDCOM/IOP/SMARTWORLD), 2016, : 801 - 807
12345