LSI MODULE PLACEMENT USING THE KOHONEN NETWORK

Citation
T. Inoue et al., LSI MODULE PLACEMENT USING THE KOHONEN NETWORK, Systems and computers in Japan, 27(6), 1996, pp. 92-105
Citations number
13
Categorie Soggetti
Computer Science Hardware & Architecture","Computer Science Information Systems","Computer Science Theory & Methods
ISSN journal
08821666
Volume
27
Issue
6
Year of publication
1996
Pages
92 - 105
Database
ISI
SICI code
0882-1666(1996)27:6<92:LMPUTK>2.0.ZU;2-O
Abstract
This paper discusses a method for solving an LSI module placement prob lem using the Kohonen network. First, it is clarified how the neighbor hood relations affect the solution called feature map. Specifically, e ach synapse weight vector is located at the gravitational center of th e neighboring synapse weight vectors. Then, it is shown how to set the neighborhood relations to locate the synapse weight vectors at the la ttice points, which is necessary in solving the placement problem. Fin ally, it is shown by computer simulations that performance of the modi fied Kohonen network is between those of the simulated annealing and t he Min-cut methods.