Upper Approximation Bounds for Neural Oscillators
arXiv:2512.01015v2 Announce Type: replace
Abstract: Neural oscillators, originating from second-order ordinary differential equations (ODEs), have demonstrated strong performance in stably learning causal mappings between long-term sequences or contin…