Viola Priesemann

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

In modern deep neural networks, the learning dynamics of individual neurons are often obscure, as the networks are trained via global optimization. Conversely, biological systems build on self-organized, local learning, achieving robustness and efficiency with limited global information. Here, we sh…