Neural networks for RF and microwave design
著者
書誌事項
Neural networks for RF and microwave design
（The Artech House microwave library）
Artech House, c2000
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
Neural networks are information processing systems that can learn, generalize and even allow model development when component formulas are missing. This text demonstrates how to use neural networks to create models, evaluate models, and conquer some of the toughest RF and microwave CAD problems. The book also includes a review of neural netowrk applications in modelling microstrip lines, vias, CPW disconinuities, spiral inductors, FET and VLSI interconnects.
目次
Introduction and Overview. Modeling and Optimization for Design. Neural Network Structures. Training of Neural Networks. Models for RF/Microwave Components. Modeling of Interconnects. Active Device Modeling. Circuit Analysis and Optimization. Knowledge-Based ANN Models. Concluding Remarks and Emerging Trends. Appendix: ANN Modeling Software Available.
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