Autocorrelation Reintroduces Spectral Bias in KANs for Time Series Forecasting

Chen Zeng, Jiahui Wang, Qiao Wang

Existing theory suggests that Kolmogorov-Arnold Networks (KANs) can overcome the spectral bias commonly observed in neural networks under the assumption that inputs are statistical…