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
  • [31] FPGA-SPICE: A Simulation-based Power Estimation Framework for FPGAs
    Tang, Xifan
    Gaillardon, Pierre-Emmanuel
    De Micheli, Giovanni
    2015 33RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER DESIGN (ICCD), 2015, : 696 - 703
  • [32] Fast and efficient power estimation model for FPGA based designs
    Tripathi, Abhishek N.
    Rajawat, Arvind
    MICROPROCESSORS AND MICROSYSTEMS, 2018, 59 : 37 - 45
  • [33] GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning
    Elgabli, Anis
    Park, Jihong
    Bedi, Amrit S.
    Bennis, Mehdi
    Aggarwal, Vaneet
    JOURNAL OF MACHINE LEARNING RESEARCH, 2020, 21
  • [34] GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning
    Elgabli, Anis
    Park, Jihong
    Bedi, Amrit S.
    Bennis, Mehdi
    Aggarwal, Vaneet
    Journal of Machine Learning Research, 2020, 21
  • [35] Conceptual Machine Learning Framework for Performance-Based Resource Allocation to the Institutions: A Hybrid Approach
    Solanki, Hiteshkumar
    Virparia, Paresh
    SMART SYSTEMS: INNOVATIONS IN COMPUTING (SSIC 2021), 2022, 235 : 219 - 228
  • [36] Machine Learning-based Service Function Chain over UAVs: Resource Profiling and Framework
    Nguyen Trung Kien
    Vu Hoang Anh
    Vu Dinh Phong
    Nguyen Ngoc Minh
    Nguyen Huu Thanh
    2021 31ST INTERNATIONAL TELECOMMUNICATION NETWORKS AND APPLICATIONS CONFERENCE (ITNAC), 2021, : 127 - 133
  • [37] The Fast Inertial ADMM optimization framework for distributed machine learning
    Wang, Guozheng
    Wang, Dongxia
    Li, Chengfan
    Lei, Yongmei
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2025, 164
  • [38] A Fast Machine Learning Framework with Distributed Packet Loss Tolerance
    Wu, Shuang
    2024 2ND ASIA CONFERENCE ON COMPUTER VISION, IMAGE PROCESSING AND PATTERN RECOGNITION, CVIPPR 2024, 2024,
  • [39] Discharge estimation based on machine learning
    Zhu JIANG
    Hui-yan WANG
    Wen-wu SONG
    WaterScienceandEngineering, 2013, 6 (02) : 145 - 152
  • [40] Discharge estimation based on machine learning
    Jiang, Zhu
    Wang, Hui-yan
    Song, Wen-wu
    WATER SCIENCE AND ENGINEERING, 2013, 6 (02) : 145 - 152
12345