What should a neuron aim for? Designing local objective functions based on information theory

Andreas C. Schneider, Valentin Neuhaus, David A. Ehrlich +4

In modern deep neural networks, the learning dynamics of the individual neurons is often obscure, as the networks are trained via global optimization. Conversely, biological system…