VLSI Cells Placement Using the Neural Networks

Journal Article · Thu Jun 12 00:00:00 EDT 2008 · AIP Conference Proceedings

DOI:https://doi.org/10.1063/1.2952997· OSTI ID:21143561

Azizi, Hacene; Zouaoui, Lamri; Mokhnache, Salah ^[1]

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1. Universite Ferhat Abbas, Faculte des Sciences Laboratoire Optoelectronique et Composants, Setif(Algeria)

The artificial neural networks have been studied for several years. Their effectiveness makes it possible to expect high performances. The privileged fields of these techniques remain the recognition and classification. Various applications of optimization are also studied under the angle of the artificial neural networks. They make it possible to apply distributed heuristic algorithms. In this article, a solution to placement problem of the various cells at the time of the realization of an integrated circuit is proposed by using the KOHONEN network.

• OSTI ID: 21143561
• Journal Information: AIP Conference Proceedings, Vol. 1019, Issue 1; Conference: CISA 08: 1. Mediterranean conference on intelligent systems and automation, Annaba (Algeria), 30 Jun - 2 Jul 2008; Other Information: DOI: 10.1063/1.2952997; (c) 2008 American Institute of Physics; Country of input: International Atomic Energy Agency (IAEA); ISSN 0094-243X
• Country of Publication: United States
• Language: English

Related Subjects

99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE
ALGORITHMS
CLASSIFICATION
INTEGRATED CIRCUITS
MATHEMATICAL SOLUTIONS
NEURAL NETWORKS
OPTIMIZATION
PATTERN RECOGNITION
PERFORMANCE
PROGRAMMING