The anchored node backpropagation network

Summary form only given, as follows. Simple modifications to a standard backpropagation (BP) network have been made that result in a 90% decrease in training times for an eight input, one hidden layer, feedforward network. Compared to a similar BP network, the modified network is equally good at generalization and is not as sensitive to initial weight settings as measured by its likelihood of becoming trapped in a local minimum