RAM: Replace Attention with MLP for Efficient Multivariate Time Series Forecasting

Suhan Guo, Jiahong Deng, Yi Wei +3

Attention-based architectures have become ubiquitous in time series forecasting tasks, including spatio-temporal (STF) and long-term time series forecasting (LTSF). Yet, our unders…