Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks

Julian Faraone, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Heng Wai Leong. Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks. In Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy, editors, Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part II. Volume 10635 of Lecture Notes in Computer Science, pages 393-404, Springer, 2017. [doi]

Authors

Julian Faraone

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Nicholas J. Fraser

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Giulio Gambardella

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Michaela Blott

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Philip Heng Wai Leong

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