I am interested in finding out references that apply dynamical systems analysis to develop the theory of deep learning, specifically (say) feedforward deep neural nets. The only paper I seem to have found is Dynamics of learning in deep linear neural networks from 2014.I would like to understand if dynamical systems approach makes sense in developing the theory and analysis of deep learning methods. 
Dynamical systems analysis of deep learning
reference request;optimization;machine learning