FM-SIREN & FM-FINER: Implicit Neural Representation Using Nyquist-based Orthogonality
arXiv:2509.23438v3 Announce Type: replace
Abstract: Existing periodic activation-based implicit neural representation (INR) networks, such as SIREN and FINER, suffer from hidden feature redundancy, where neurons within a layer capture overlapping freq…