Neural based dynamic modeling of nonlinear microwave circuits

@article{Xu2002NeuralBD,
  title={Neural based dynamic modeling of nonlinear microwave circuits},
  author={Jianjun Xu and M. C. E. Yagoub and Runtao Ding and Q. J. Zhang},
  journal={2002 IEEE MTT-S International Microwave Symposium Digest (Cat. No.02CH37278)},
  year={2002},
  volume={2},
  pages={1101-1104 vol.2}
}
A neural network formulation for modeling nonlinear microwave circuits is achieved in the most desirable format, i.e., continuous time-domain dynamic system format. The proposed dynamic neural network (DNN) model can be developed directly from input-output data without having to rely on internal details of the circuit. An algorithm is developed to train the model with time or frequency domain information. A circuit representation of the model is proposed such that the model can be incorporated… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-7 of 7 references

Behavioral Modeling of Nonlinear RF and Microwave Devices

  • T. R. Turlington
  • 2000

Optimum design of nonlinear microwave circuits

  • H. Baudrand
  • Exact adjoint sensitivity for neural based…
  • 2000

Design Guide, sysfem, Circuits, and Equations, Nonvood

  • RF P. Vismulier
  • 1995

Neural Nehvorkr

  • S. Haykin
  • 1994

EM - ANN models for microstrip vias and interconnects in multilayer circuits , " [ EEE Trans

  • K. C. Gupta

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