✦ LIBER ✦
Neural network with knowledge-based neurons for the modeling of crossover discontinuities in stripline circuits
✍ Scribed by J. S. Hong; B. Z. Wang; B. J. Hu; Y. W. Liu
- Publisher
- John Wiley and Sons
- Year
- 2002
- Tongue
- English
- Weight
- 125 KB
- Volume
- 34
- Category
- Article
- ISSN
- 0895-2477
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✦ Synopsis
Abstract
A novel three‐layer neural network with knowledge‐based neurons in hidden layer (NNKBN) has been applied to model the crossover discontinuities in stripline circuits. The NNKBN model is electromagnetically developed with a set of data that are produced by the full‐wave finite‐difference–time‐domain method. Numerical experiments show that the NNKBN model has many advantages over the conventional multilayer perceptron model. © 2002 Wiley Periodicals, Inc. Microwave Opt Technol Lett 34: 107–109, 2002; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/mop.10387