Why Deep Learning Works: A Manifold Disentanglement Perspective

Pratik Prabhanjan Brahma, Dapeng Wu, Yiyuan She. Why Deep Learning Works: A Manifold Disentanglement Perspective. IEEE Transactions on Neural Networks, 27(10):1997-2008, 2016. [doi]

@article{BrahmaWS16,
  title = {Why Deep Learning Works: A Manifold Disentanglement Perspective},
  author = {Pratik Prabhanjan Brahma and Dapeng Wu and Yiyuan She},
  year = {2016},
  doi = {10.1109/TNNLS.2015.2496947},
  url = {http://dx.doi.org/10.1109/TNNLS.2015.2496947},
  researchr = {https://researchr.org/publication/BrahmaWS16},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Neural Networks},
  volume = {27},
  number = {10},
  pages = {1997-2008},
}