Deep Neural Networks as Optimal Control problems

Project about developing new algorithms for Deep Neural Networks by interpreting them as a discretization of a optimal control problem subject to an ordinary differential equation constraint. Code from the article Deep Neural Networks as Optimal Control Problems.

References

• Deep Learning as Optimal Control Problems: Models and Numerical Methods
• Layer-Parallel Training of Deep Residual Neural Networks