Should We Reconsider RNNs for Time-Series Forecasting?

(1) Background: In recent years, Transformer-based models have dominated the time-series forecasting domain, overshadowing recurrent neural networks (RNNs) such as Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU). While Transformers demonstrate superior performance, their high computatio...

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Bibliographic Details
Main Authors: Vahid Naghashi, Mounir Boukadoum, Abdoulaye Banire Diallo
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:AI
Subjects:
Online Access:https://www.mdpi.com/2673-2688/6/5/90
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