Study of ESD Device Modeling Based on Neural Network

Modeling method of electro-static discharge (ESD) devices based on neural network is introduced in this work. The new ESD models are scalable and can much reduce the complexity compared with traditional ones. All the modeling process and verification for the neural network model are shown in detail.