Sparseout: Controlling Sparsity in Deep Networks

Author:

Khan Najeeb,Stavness Ian

Publisher

Springer International Publishing

Reference40 articles.

1. Olshausen, B.A., Field, D.J.: Sparse coding with an overcomplete basis set: a strategy employed by V1? Vis. Res. 37(23), 3311–3325 (1997)

2. Morris, G., Nevet, A., Bergman, H.: Anatomical funneling, sparse connectivity and redundancy reduction in the neural networks of the basal ganglia. J. Physiol.-Paris 97(4), 581–589 (2003)

3. Thom, M., Palm, G.: Sparse activity and sparse connectivity in supervised learning. J. Mach. Learn. Res. 14(Apr), 1091–1143 (2013)

4. Hinton, G.: A practical guide to training restricted Boltzmann machines. Momentum 9(1), 926 (2010)

5. Lee, H., Ekanadham, C., Ng, A.Y.: Sparse deep belief net model for visual area V2. In: Advances in Neural Information Processing Systems, pp. 873–880 (2008)

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