Abstract: This paper proposes a new rule to adjust the weight value,which ensures enough weight adjusted range when the output of neuron is close to 0 or 1. The new rule solves a difficult problem for standard BP network to break away from the flat area when it has

Key words: Flat area,S-type function,Gradient descent