SurReal: Complex-Valued Learning as Principled Transformations on a Scaling and Rotation Manifold

Rudrasis Chakraborty, Yifei Xing, Stella Yu

Complex-valued data is ubiquitous in signal and image processing applications, and complex-valued representations in deep learning have appealing theoretical properties. While thes…