KAN vs LSTM Performance in Time Series Forecasting

Tabish Ali Rather, S M Mahmudul Hasan Joy, Nadezda Sukhorukova +1

This study presents a controlled comparison of baseline Kolmogorov-Arnold Networks (KAN), implemented via PyKAN, and Long Short-Term Memory (LSTM) networks for the forecasting of s…