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
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
  • [21] Fast and Accurate Uncertainty Estimation in Chemical Machine Learning
    Musil, Felix
    Willatt, Michael J.
    Langovoy, Mikhail A.
    Ceriotti, Michele
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2019, 15 (02) : 906 - 915
  • [22] Fast, Continuous Audiogram Estimation Using Machine Learning
    Song, Xinyu D.
    Wallace, Brittany M.
    Gardner, Jacob R.
    Ledbetter, Noah M.
    Weinberger, Kilian Q.
    Barbour, Dennis L.
    EAR AND HEARING, 2015, 36 (06): : E326 - E335
  • [23] A fast recognition framework based on extreme learning machine using hybrid object information
    Minhas, Rashid
    Mohammed, Abdul Adeel
    Wu, Q. M. Jonathan
    NEUROCOMPUTING, 2010, 73 (10-12) : 1831 - 1839
  • [24] A NOVEL SCREEN CONTENT FAST TRANSCODING FRAMEWORK BASED ON STATISTICAL STUDY AND MACHINE LEARNING
    Duanmu, Fanyi
    Ma, Zhan
    Wang, Wei
    Xu, Meng
    Wang, Yao
    2016 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2016, : 4205 - 4209
  • [25] Machine Learning in Resource-Scarce Embedded Systems, FPGAs, and End-Devices: A Survey
    Branco, Sergio
    Ferreira, Andre G.
    Cabral, Jorge
    ELECTRONICS, 2019, 8 (11)
  • [26] A Machine Learning Framework for Resource Allocation Assisted by Cloud Computing
    Wang, Jun-Bo
    Wang, Junyuan
    Wu, Yongpeng
    Wang, Jin-Yuan
    Zhu, Huiling
    Lin, Min
    Wang, Jiangzhou
    IEEE NETWORK, 2018, 32 (02): : 144 - 151
  • [27] Resource and Performance Estimation for CNN Models using Machine Learning
    Shahshahani, Masoud
    Bhatia, Dinesh
    2021 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI 2021), 2021, : 43 - 48
  • [28] Machine Learning-A Review of Applications in Mineral Resource Estimation
    Dumakor-Dupey, Nelson K.
    Arya, Sampurna
    ENERGIES, 2021, 14 (14)
  • [29] Estimation aboveground biomass in subtropical bamboo forests based on an interpretable machine learning framework
    Li, Xuejian
    Du, Huaqiang
    Mao, Fangjie
    Xu, Yanxin
    Huang, Zihao
    Xuan, Jie
    Zhou, Yongxia
    Hu, Mengchen
    ENVIRONMENTAL MODELLING & SOFTWARE, 2024, 178
  • [30] Machine Learning based error classification for curvilinear designs
    Yin, Lianghong
    Shang, Shumay
    Jiang, Fan
    Hong, Le
    Chia, Robin
    Opitz, Juli
    Adam, Paul
    Stobert, Ian
    Koh, Yee Wee
    DTCO AND COMPUTATIONAL PATTERNING, 2022, 12052