Author

P. F. Pérez

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Conference Jul 2026

NeuroFlexMLP: A Low Complexity MLP Architecture for Long-Term Time Series Forecasting

Forecasting time series over long horizons is essential for proactive decision-making in many systems. Recent research has focused on transformer-based architectures, which capture long-range dependencies in sequential data. However, several studies show that simpler linear models can outperform transformers by avoidin...

P. F. Pérez, Claudio Fiandrino, Marco Fiore et al. · La Main · 0 citations