Spiking Neural Network on Curve Fitting

Abstract

Currently, curve fitting has been widely used in data processing. Spiking Neural Network is used to provide fast and accurate curve fitting with discrete data in this paper. First, the principle of Spiking Neural Network is introduced. Second, the Spiking Neural Network for curve fitting based on the MATLAB simulation platform is established. Finally, curve fitting of a linear function and an exponential function are made. The average error values are 0 and 0.3, the results show that Spiking Neural Network can be used in curve fitting effectively.