A Neural Network approach to Analog Circuit Design Optimization using Nesterov's Accelerated Quasi-Newton Method

被引:0
|
作者
Indrapriyadarsini, S. [1 ]
Mahboubi, Shahrzad [3 ]
Ninomiya, Hiroshi [3 ]
Kamio, Takeshi [4 ]
Asai, Hideki [2 ]
机构
[1] Shizuoka Univ, Grad Sch Sci & Technol, Hamamatsu, Shizuoka, Japan
[2] Shizuoka Univ, Res Inst Elect, Hamamatsu, Shizuoka, Japan
[3] Shonan Inst Technol, Grad Sch Elect & Informat Engn, Fujisawa, Kanagawa, Japan
[4] Hiroshima City Univ, Grad Sch Informat Sci, Hiroshima, Japan
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Neural Network Training based on quasi-Newton Method using Nesterov's Accelerated Gradient
    Ninomiya, Hiroshi
    [J]. PROCEEDINGS OF THE 2016 IEEE REGION 10 CONFERENCE (TENCON), 2016, : 51 - 54
  • [2] On the Practical Robustness of the Nesterov's Accelerated Quasi-Newton Method
    Indrapriyadarsini, S.
    Ninomiya, Hiroshi
    Kamio, Takeshi
    Asai, Hideki
    [J]. THIRTY-SIXTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FOURTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE / TWELVETH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2022, : 12884 - 12885
  • [3] A Stochastic Quasi-Newton Method with Nesterov's Accelerated Gradient
    Indrapriyadarsini, S.
    Mahboubi, Shahrzad
    Ninomiya, Hiroshi
    Asai, Hideki
    [J]. MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2019, PT I, 2020, 11906 : 743 - 760
  • [4] The regularized stochastic Nesterov?s accelerated Quasi-Newton method with applications
    Makmuang, Dawrawee
    Suppalap, Siwakon
    Wangkeeree, Rabian
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2023, 428
  • [5] Implementation of a modified Nesterov's Accelerated quasi-Newton Method on Tensorflow
    Indrapriyadarsini, S.
    Mahboubi, Shahrzad
    Ninomiya, Hiroshi
    Asai, Hideki
    [J]. 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), 2018, : 1147 - 1154
  • [6] A Nesterov's accelerated quasi-Newton method for global routing using deep reinforcement learning
    Indrapriyadarsini, S.
    Mahboubi, Shahrzad
    Ninomiya, Hiroshi
    Kamio, Takeshi
    Asai, Hideki
    [J]. IEICE NONLINEAR THEORY AND ITS APPLICATIONS, 2021, 12 (03): : 323 - 335
  • [7] aSNAQ: An adaptive stochastic Nesterov's accelerated quasi-Newton method for training RNNs
    Sendilkkumaar, Indrapriyadarsini
    Mahboubi, Shahrzad
    Ninomiya, Hiroshi
    Asai, Hideki
    [J]. IEICE NONLINEAR THEORY AND ITS APPLICATIONS, 2020, 11 (04): : 409 - 421
  • [8] Fast Neural Network Training on FPGA Using Quasi-Newton Optimization Method
    Liu, Qiang
    Liu, Jia
    Sang, Ruoyu
    Li, Jiajun
    Zhang, Tao
    Zhang, Qijun
    [J]. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2018, 26 (08) : 1575 - 1579
  • [9] Aerostructural Design Optimization Using a Multifidelity Quasi-Newton Method
    Bryson, Dean E.
    Rumpfkeil, Markus P.
    [J]. JOURNAL OF AIRCRAFT, 2019, 56 (05): : 2019 - 2031
  • [10] Multifidelity Quasi-Newton Method for Design Optimization
    Bryson, Dean E.
    Rumpfkeil, Markus P.
    [J]. AIAA JOURNAL, 2018, 56 (10) : 4074 - 4086