Applications of knowledge-based artificial neural network modeling to microwave components
โ Scribed by P. M. Watson; K. C. Gupta; R. L. Mahajan
- Publisher
- John Wiley and Sons
- Year
- 1999
- Tongue
- English
- Weight
- 197 KB
- Volume
- 9
- Category
- Article
- ISSN
- 1096-4290
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โฆ Synopsis
This paper expands upon reported methods for utilizing prior knowledge for reducing complexity of input-output relationships that an ANN must learn. Previously, two simple methods, difference method and prior knowledge input method, were demonstrated for new model developments. This paper utilizes knowledge-based modeling techniques for novel microwave modeling applications.
๐ SIMILAR VOLUMES
Neural networks found significant applications in microwave CAD. In this paper, after providing a brief description of neural networks employed so far in this context, we illustrate some of their most significant applications and typical issues arising in practical implementation. We also summarize