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SURVEY ON NEURAL NETWORKS FOR PHYSICAL DESIGN OF ICS |
Hu Weiming①; Xu Junhua①; Yan Xiaolang② |
①The Nat. Key Lab. of Text Proc. Tech.,Peking Univ.,Beijing 100871;②CAD Center Hangzhou Institute of Electronics Engineering Hangzhou 310037 |
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Abstract 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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Received: 18 August 1998
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