Analysis for a class of winner-take-all model

Tam et al. (1996) proposed a simple circuit of winner-take-all (WTA) neural network. Assuming no external input, they derived an analytic equation for its network response time. In this paper, we further analyze the network response time for a class of winner-take-all circuits involving self-decay and show that the network response time of such a class of WTA is the same as that of the simple WTA model.