Neural networks : the official journal of the International Neural Network Society
Correctformer: A transformer architecture for correcting periodic drift in time-series forecasting.
Min Wang, Hua Wang, Fan Zhang
Published: 202510.1016/j.neunet.2025.108375
Abstract
Time-series forecasting is crucial both in production and daily life. Although the Transformer architecture has demonstrated strong potential in this field and significantly improved model performance through continuous iterations of attention mechan…
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