Transformationally Identical and Invariant Convolutional Neural Networks through Symmetric Element Operators

Shih Chung B. Lo, Matthew T. Freedman, Seong K. Mun +1

Mathematically speaking, a transformationally invariant operator, such as a transformationally identical (TI) matrix kernel (i.e., K= T{K}), commutes with the transformation (T{.})…