A data loading circuit and method are provided. The circuit is configured to load data for a feature map calculated by a neural network into a calculation circuit, wherein the size of the convolution kernel of the neural network is K*K data, and a window corresponding to the convolution kernel slides with a step size of S in the feature map, where K and S are positive integers and S