Towards a Better Understanding of Deep Neural Networks Representations using Deep Generative Networks Topics: Applications: Image Processing and Artificial Vision, Pattern Recognition, Decision Making, Industrial and Real World applications, Financial Applications, Neural Prostheses and Medical Applications, Neural based Data Mining and Complex Information Processing, Neural Network Software and Applications, Applications of Deep Neural networks, Robotics and Control Applications; Deep Learning; Learning Paradigms and Algorithms; Self-Organization and Emergence In Proceedings of the 9th International Joint Conference on Computational Intelligence - Volume 0IJCCI, 215-222, 2017 , Funchal, Madeira, Portugal