Information transfer by energy-efficient neurons

Abstract

We introduce and analyze a biologically motivated mathematical model of a neuron in primary cortex that we call neuron j, or just j. Our goal is to ascertain how j maximizes the ratio of the information it conveys to the energy it expends.