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Volume 22 Issue 2
Mar.  2000
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Hu Weiming, Xu Junhua, Yan Xiaolang. SURVEY ON NEURAL NETWORKS FOR PHYSICAL DESIGN OF ICS[J]. Journal of Electronics & Information Technology, 2000, 22(2): 325-330.
Citation: Hu Weiming, Xu Junhua, Yan Xiaolang. SURVEY ON NEURAL NETWORKS FOR PHYSICAL DESIGN OF ICS[J]. Journal of Electronics & Information Technology, 2000, 22(2): 325-330.

SURVEY ON NEURAL NETWORKS FOR PHYSICAL DESIGN OF ICS

  • Received Date: 1998-08-18
  • Rev Recd Date: 1999-04-03
  • Publish Date: 2000-03-19
  • This paper systematically summarizes the merits, defects and perspectives of the neural network approaches being able to solve the physical design tasks, analyzes the present research situation of applying neural networks to physical design, proposes some approaches for mapping physical design problems to neural networks, and presents some methods to raise running speed of the neural network based the algorithm, which is executed in sequential computer.
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  • 焦李成,神经网络计算.西安:西安科技大学出版社,1993,第二章.[2]Yih J S, Mazumder P. A neural network design for circuit partitioning. IEEE Trans. on CAD,1990, CAD-(9)12: 1265-1271.[3]Ball C F, Mlynski D A. A stochastic neural network approach for circuit partitioning. Proc. of ISCAS, USA: 1996, 687-690.[4]Koenig A. Wehn N. Glesnet M, Partitioning on Boltzmann machines. Proc. of ISCAS, San Diego CA USA: 1992, 324-327.[5]Ball C F, Just A, Mlynski D A. A fuzzy mean field approach for partitioning and placement.Proc. of ISCAS, USA: 1995, 373-376.[6]Kumar S, Forward K, Palaniswami M. An experimental evaluation of neural network approach to circuit partitioning. IEEE International Conference on Neural Networks, USA: 1995, 569-574.[7]沈涛,等.模糊人工神经网络方法在电路划分问题中的应用.计算机学报,1992,15(9):641-647.[8]Mani N, A neural network model for circuit partitioning in floorplan design. IEEE international conference on systems, man and cybernetics, USA: 1995, 1676-1680.[9]胡卫明,等.MCM划分的自组织神经网络.计算机学报,1998,21(7):642-649[10]Sriram M. Kang S. M, A modified Hopfield network for the two-dimensional module placement.Proc. of ISCAS, New Orleans, Louisiana, USA: 1990, 1664-1667.[11]Unaltuna M K, Pitchumani V. Quadrisectioning based placement with a normalized mean field network. Proc. of ISCAS, USA: 1993, 2047-2050.[12]Hemani A, Postula A. Cell placement by self-organization[J].Neural Networks.1990, 3(1):377-383[13]沈涛,等.一种可用于布局的人工神经网络.电子学报,1992,20(10):100-105[14]Zhang C X, Mlynski D A. VLSI placement with a neural network model. Proc. of ISCAS, New Orleans, Louisiana, USA: 1990, 475-478.[15]Chang R I, Hsiao P Y. Arbitrarily sized cell placement by self-organizing neural networks. Proc.of ISCAS, USA: 1993, 2043-2046.[16]Chang R I, Hsiao P. VLSI circuit placement with rectilinear modules using three layer forcedirected self-organizing maps. IEEE Trans. on Neural Network, 1997, NN-8(5): 1049-1064.[17]Chang R I, Hsiao P Y. Force directed self-organizing maps for L-shaped cell placement using delta learning rule. IEEE International Conference on Neural Network, USA: 1994, 3381-3386.[18]Gloria A D, Faraboschi P, Olivieri M. Block placement with a Boltzmann machine. IEEE Trans.on CAD, 1994, CAD-13(6): 694-701.[19]沈涛,等.一个基于人工神经网络的通孔最小化方法.半导体学报,1993,14(11):687-694.[20]Funabiki N, Takefuji Y. A neural network approach to topological vias-minimization problems.IEEE Trans. on CAD, 1993, 12( 6): 770-779.
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