Accurate and efficient small-signal modeling of active devices using artificial neural networks

@article{Watson1998AccurateAE,
title={Accurate and efficient small-signal modeling of active devices using artificial neural networks},
author={P Watson and M. Weatherspoon and L. Dunleavy and G. L. Creech},
journal={GaAs IC Symposium. IEEE Gallium Arsenide Integrated Circuit Symposium. 20th Annual. Technical Digest 1998 (Cat. No.98CH36260)},
year={1998},
pages={95-98}
}

Artificial neural networks (ANNs) are presented for the accurate and efficient small-signal modeling of active devices. Models are developed using measured data and are valid over ranges of parameters such as frequency, bias, and ambient temperature. Once generated, these ANN models are inserted into commercial microwave circuit simulators where they can be used for computer-aided design (CAD) and optimization of microwave/MM-wave circuits. Also, the developed ANN models can give physical… CONTINUE READING