Tag: periodic-activation-functions
All the talks with the tag "periodic-activation-functions".
Implicit Neural Representations with Periodic Activation Functions
Annada Prasad BeheraPublished: at 02:00 PMImplicitly defined, continuous, differentiable signal representations parameterized by neural networks offer many benefits over conventional representations. We propose leveraging periodic activation functions for implicit neural representations, dubbed sinusoidal representation networks (SIRENs). SIRENs are ideally suited for representing complex natural signals and their derivatives, and can solve challenging boundary value problems.