Memo No . 70 October 31 , 2017 Object-Oriented Deep Learning by

Object-Oriented Deep Learning is proposed, a novel computational paradigm of deep learning that adopts interpretable “ objects/symbols” as a basic representational atom instead of N-dimensional tensors (as in traditional “feature-oriented” deep learning).