A synthesis method for multilayer neural networks having ±1 weights, minimum hidden units and robust binary pattern classification

A synthesis method for multilayer neural networks having ±1 weights, minimum hidden units and robust binary pattern classification

フォーマット:

論文

責任表示:

Nakayama, Kenji ; Katayama, Hiroshi

言語:

英語

出版情報:

Institute of Electrical and Electronics Engineers (IEEE), 1993-07-01

著者名:

掲載情報:

Proceedings of theINNS, WCNN'93 Portland

開始ページ:

Ⅳ-190

終了ページ:

Ⅳ-193

バージョン:

publisher

URL:

http://hdl.handle.net/2297/11899

タイトル・著者・出版者が同じ資料

詳細

受理日:	1993-07-01

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1 論文 A hybrid multilayer neural network for binary pattern classification and its low-bit learning algorithm Nakayama, Kenji, Katayama, Hiroshi IEEE(Institute of Electrical and Electronics Engineers)	7 論文 Optimization of activation functions in multilayer neural network applied to pattern classification Nakayama, Kenji, Kimura, Yoshinori IEEE(Institute of Electrical and Electronics Engineers)
2 論文 Estimation of initial weights and hidden units for fast learning of multi-layer neural networks for pattern classification Keeni, Kanad, Nakayama, Kenji, Shimodaira, Hiroshi IEEE(Institute of Electrical and Electronics Engineers)	8 論文 Comparison of activation functions in multilayer neural network for pattern classification Hara, Kazuyuki, Nakayama, Kenji Institute of Electrical and Electronics Engineers (IEEE)
3 論文 A low-bit learning algorithm for digital multilayer neural networks applied to pattern recognition Nakayama, Kenji, Katayama, Hiroshi IEEE(Institute of Electrical and Electronics Engineers)	9 論文 Comparison of activation functions in multilayer neural network for pattern classification Hara, Kazuyuki, Nakayama, Kenji Springer-Verlag / ICANN'94
4 論文 Automatic generation of initial weights and estimation of hidden units for pattern classification using neural networks Xu, Qun, Nakayama, Kenji Institute of Electrical and Electronics Engineers (IEEE)	10 論文 Effects of activation functions in multilayer neural network for noisy pattern classification Hara, Kazuyuki, Nakayama, Kenji IEEE-INNS
5 論文 Automatic generation of initial weights and target outputs of multilayer neural networks and its application to pattern classification Keeni, Kanad, Nakayama, Kenji, Shimodaira, Hiroshi International Conference on Neural Information Processing (ICONIP) / Gazelle Distribution Trade Gxc	11 論文 Effects of activation functions in multilayer neural network for noisy pattern classification Hara, Kazuyuki, Nakayama, Kenji Institute of Electrical and Electronics Engineers (IEEE)
6 論文 Quantization level increase in human face images using multilayer neural network Nakayama, Kenji, Kimura, Yoshinori, Katayama, Hiroshi IEEE(Institute of Electrical and Electronics Engineers)	12 論文 Multi-frequency signal classification by multilayer neural networks and linear filter methods Hara, Kazuyuki, Nakayama, Kenji IEICE transactions on fundamentals of electronics, communications and computer