Lo, Andrew W.; Hutchinson, James M.; Poggio, Tomaso - National Bureau of Economic Research (NBER) - 1994
We propose a nonparametric method for estimating the pricing formula of a derivative asset using learning networks. Although not a substitute for the more traditional arbitrage-based pricing formulas, network pricing formulas may be more accurate and computationally more efficient alternatives...