Evolutionary Neuro-Space Mapping Technique for Modeling of Nonlinear Microwave Devices

@article{Gorissen2011EvolutionaryNM,
  title={Evolutionary Neuro-Space Mapping Technique for Modeling of Nonlinear Microwave Devices},
  author={Dirk Gorissen and Lei Zhang and Qijun Zhang and Tom Dhaene},
  journal={IEEE Transactions on Microwave Theory and Techniques},
  year={2011},
  volume={59},
  pages={213-229}
}
This paper presents a new advance in Neuro-space mapping (Neuro-SM) techniques for modeling nonlinear microwave devices. Suppose that existing device models (namely, coarse models) cannot match the behavior of a new device (referred to as the fine model). By neural network mapping of the voltage and current signals from the coarse to the fine models, Neuro-SM can modify the behavior of the coarse model to match that of the fine model. However, the efficiency of mapping depends on both the… CONTINUE READING
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