Self-organising map as a tool of modelling the design parameters of microelectronics devices for ensuring the specified temperature condition
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Date
2006
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Українські технології
Abstract
Using Kohonen maps the analysis and visualisation of thermal management task for flip-chip microelectronic devices have been carried out. The advantages of neural networks techniques over most common ones are demonstrated. The technique is very promising for making a prediction of device parameters for ensuring the specified temperature conditions.
Description
Keywords
thermal design, flip-chip, thermal management, MED, neural network, self-organizing map
Citation
Bilas O. Self-organising map as a tool of modelling the design parameters of microelectronics devices for ensuring the specified temperature condition / O. Bilas, E. Levus, V. Yakovyna // Computer science and information technologies : proceedings of the international conference (September 28th-30th, Lviv, Ukraine) / Lviv Polytechnic National University, Institute of Computer Science and Information Technologies. – Lviv, 2006. – P. 74–76. – Bibliography: 6 titles.