An Ann-Based Small-Signal Equivalent Circuit Model for Mosfet Device

Abstract

Abstract-An ANN-based small-signal equivalent circuit model for 130 nm MOSFET device is proposed in this paper. The proposed model combines the conventional small-signal equivalent circuit model and artificial neural networks (ANNs) to achieve higher accuracy. Good agreement is obtained between proposed model and measured results confirming the validity and effectiveness of proposed model.

Air-gapped microaxial transmission line technology for Si-based microwave integrated circuits

“…ANNs are information processing systems that have been widely applied in the RF/microwave modeling tasks as an unconventional alternative. Through a process called training, ANNs have the ability of fitting any nonlinear behavior of passive and active component/circuit from experimental data and generating an ANN model function thatcan be used to describe the port-characters of that component/circuit[ 172,173] . The multi player perceptron (MLP) is a popularly applied neural network structure.…”