Range, not Independence, Drives Modularity in Biologically Inspired Representations

Will Dorrell, Kyle Hsu, Luke Hollingsworth +6

Why do biological and artificial neurons sometimes modularise, each encoding a single meaningful variable, and sometimes entangle their representation of many variables? In this wo…