AI RESEARCH

Spectral Filtering for Complex Linear Dynamical Systems

arXiv CS.AI

ArXi:2601.22400v2 Announce Type: replace-cross We study the problem of learning complex-valued linear dynamical systems (CLDS) with sector-bounded spectrum. This class captures oscillatory and long-memory dynamics arising in signal processing, structured state space models, and quantum systems. We