Use of a Sparse Structure to Improve Learning Performance of Recurrent Neural Networks

Hiromitsu Awano, Shun Nishide, Hiroaki Arie, Jun Tani, Toru Takahashi, Hiroshi G. Okuno, Tetsuya Ogata. Use of a Sparse Structure to Improve Learning Performance of Recurrent Neural Networks. In Bao-Liang Lu, Liqing Zhang, James T. Kwok, editors, Neural Information Processing - 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part III. Volume 7064 of Lecture Notes in Computer Science, pages 323-331, Springer, 2011. [doi]

Abstract

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