PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting

Yongbo Yu, Weizhong Yu, Feiping Nie +1

The self-attention mechanism in Transformer architecture, invariant to sequence order, necessitates positional embeddings to encode temporal order in time series prediction. We arg…