Hierarchical approach to module placement using neural networks

被引:0
|
作者
Shimamoto, Takashi [1 ]
Sakamoto, Akio [1 ]
Satoh, Akiyoshi [1 ]
机构
[1] Tokushima Univ, Tokushima, Japan
关键词
Integrated Circuits; LSI; -; Design;
D O I
暂无
中图分类号
学科分类号
摘要
A neural network model for solving optimization problems proposed by J. J. Hopfield et al. has yielded good solutions of the traveling salesman problem. The present paper describes a method of solving module placement problems in automatic LSI device layout, in which a neural network model is used to optimize a set quadrisection procedure by minimizing its objective function. The solutions obtained for this method are comparable to or better than those obtained by the GFDR method, an iterative-improvement method of solving the module placement problem.
引用
收藏
页码:57 / 66
相关论文
共 50 条
  • [41] Simulation of Visual Attention Using Hierarchical Spiking Neural Networks
    Wu, QingXiang
    McGinnity, T. Martin
    Maguire, Liam
    Cai, Rongtai
    Chen, Meigui
    BIO-INSPIRED COMPUTING AND APPLICATIONS, 2012, 6840 : 26 - +
  • [42] Hierarchical Kansei analysis of beer can using neural networks
    Ishihara, S
    Ishihara, K
    Nagamachi, M
    HUMAN FACTORS IN ORGANIZATIONAL DESIGN AND MANAGEMENT-VI, 1998, : 421 - 426
  • [43] Obstacle avoidance using neural networks and hierarchical dynamic programming
    Peterson, James K.
    Proceedings of the Workshop on Neural Networks: Academic/Industrial/NASA/Defense, 1991,
  • [44] Septor: Seismic Depth Estimation using Hierarchical Neural Networks
    Siddiquee, M. Ashraf
    Souza, Vinicius M. A.
    Baker, Glenn Eli
    Mueen, Abdullah
    PROCEEDINGS OF THE 28TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2022, 2022, : 3889 - 3897
  • [45] Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata
    Alves, Beatriz
    Barata, Catarina
    Marques, Jorge S.
    PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2022), 2022, 13256 : 69 - 80
  • [46] Processing visual stimuli using hierarchical spiking neural networks
    Wu, Q. X.
    McGinnity, T. M.
    Maguire, L. P.
    Belatreche, A.
    Glackin, B.
    NEUROCOMPUTING, 2008, 71 (10-12) : 2055 - 2068
  • [47] SEGMENTATION OF SATELLITE IMAGERY USING HIERARCHICAL THRESHOLDING AND NEURAL NETWORKS
    PEAK, JE
    TAG, PM
    JOURNAL OF APPLIED METEOROLOGY, 1994, 33 (05): : 605 - 616
  • [48] Graph Matching Using Hierarchical Fuzzy Graph Neural Networks
    Krleza, Dalibor
    Fertalj, Kresimir
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2017, 25 (04) : 892 - 904
  • [49] Hierarchical test generation using neural networks for digital circuits
    Pan, ZL
    PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2, 2003, : 245 - 248
  • [50] A hierarchical analysis for rock engineering using artificial neural networks
    Y. Yang
    Q. Zhang
    Rock Mechanics and Rock Engineering, 1997, 30 : 207 - 222