- Mehta, P., & Schwab, D. J. (2014). An exact mapping between the variational renormalization group and deep learning.
*arXiv preprint*arXiv:1410.3831 - Paul, A. & Venkatasubramanian, S. (2014) Why does unsupervised deep learning work? A perspective from group theory.
*arXiv preprint*arXiv:1412.6621v3 - Patel, A.B., Nguyen, T. & Baraniuk, R.G. (2015) A probabilistic theory of deep learning.
*arXiv preprint*arXiv:1504.00641 - Bengio, Y., Lee, D-H., Bornschein, J. & Lin, Z. (2015) Towards biologically plausible deep learning.
*arXiv preprint*arXiv:1502.04156