Estimating Neural Representation Alignment from Sparsely Sampled Inputs and Features

Chanwoo Chun, Abdulkadir Canatar, SueYeon Chung +1

In both artificial and biological systems, the centered kernel alignment (CKA) has become a widely used tool for quantifying neural representation similarity. While current CKA est…