Neural networks for option pricing and hedging: a literature review

Understand

Neural networks have been used as a nonparametric method for option pricing and hedging since the early 1990s.

• Far over a hundred papers have been published on this topic.
• This note intends to provide a comprehensive review.
• Papers are compared in terms of input features, output variables, benchmark models, performance measures, data partition methods, and underlying assets.