Neural network structures for EM/microwave modeling

Neural networks have gained attention as a fast and flexible vehicle to EM/microwave modeling, simulation and optimization. Neural network device/circuit models can be used during EM/microwave design to provide instant answers. The structure of the neural network influences factors such as training data and training time required, and the accuracy that could be achieved. This paper discusses various microwave-oriented neural network structures.