Shengfa Miao

Multi-Layer Seasonal Perception Network for Time Series Forecasting

Seasonal time series contain rich long-term dependencies. How to make good use of the seasonal information to predict the future is still a challenging problem. In this paper, we propose a neural network model called Multilayer Seasonal Perception Network (MSPNet) to predict seasonal time series. Fi…