Incorporating prior financial domain knowledge into neural networks for implied volatility surface prediction

Yu Zheng, Yongxin Yang, Bowei Chen

In this paper we develop a novel neural network model for predicting implied volatility surface. Prior financial domain knowledge is taken into account. A new activation function t…