On the Turnpike to Design of Deep Neural Nets: Explicit Depth Bounds

Timm Faulwasser, Arne-Jens Hempel, Stefan Streif

It is well-known that the training of Deep Neural Networks (DNN) can be formalized in the language of optimal control. In this context, this paper leverages classical turnpike prop…