A Deep Neural Network Based Quasi-Linear Kernel for Support Vector Machines

Author:

LI Weite12,ZHOU Bo1,CHEN Benhui3,HU Jinglu1

Affiliation:

1. Graduate School of Information, Production and Systems, Waseda University

2. School of Electrical Engineering, University of Electronic Science and Technology of China

3. School of Mathematics and Computer Science, Dali University

Publisher

Institute of Electronics, Information and Communications Engineers (IEICE)

Subject

Applied Mathematics,Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Signal Processing

Reference35 articles.

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2. [2] G.E. Dahl, D. Yu, L. Deng, and A. Acero, “Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition,” IEEE Trans. Audio Speech Lang. Process., vol.20, no.1, pp.30-42, 2012.

3. [3] A. Krizhevsky, I. Sutskever, and G.E. Hinton, “Imagenet classification with deep convolutional neural networks,” Advances in Neural Information Processing Systems, pp.1097-1105, 2012.

4. [4] P.E. Utgoff and D.J. Stracuzzi, “Many-layered learning,” Neural Comput., vol.14, no.10, pp.2497-2529, 2002.

5. [5] G.F. Montufar, R. Pascanu, K. Cho, and Y. Bengio, “On the number of linear regions of deep neural networks,” Advances in Neural Information Processing Systems, pp.2924-2932, 2014.

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