1A simple circuit, employed by Grossberg (1976) for achieving this result, is attained by having each unit activate itself and inhibit its neighbors. Such a network can readily be employed to choose the maximum value of a set of units. In our simulations, we do not use this mechanism. We simply compute the maximum value directly.