The purpose of this chapter is two-fold: (1) to make the case that a standard backward propagation artificial neural network (ANN) can be used as a general model of the information processing activities of the firm, and (2) to present a synthesis of Barr and Saraceno (BS) (2002, 2004, 2005), who...

We study the dynamics of firm size in a repeated Cournot game with unkown demand function. We model the firm as a type of artificial neural network. Each period it must learn to map environmental signals to both demand parameters and its rival's output choice. But this learning game is in the...