StoxLSTM: A Stochastic Extended Long Short-Term Memory Network for Time Series Forecasting

Zihao Wang, Yunjie Li, Lingmin Zan +2

The Extended Long Short-Term Memory (xLSTM) network has demonstrated strong capability in modeling complex long-term dependencies in time series data. Despite its success, the dete…