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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
MoNA 2018-01-19
13:55
Kyoto Campus Plaza Kyoto Automatic biometric data generation by Generative Adversarial Network and its application to deep learning sample
Tatsuya Takahata (Tokyo University of Technology), Kazumasa Horie (University of Tsukuba), Yuri Akizuki (Kumamoto Univ.), Soichiro Ikuno (Tokyo University of Technology) MoNA2017-55
While deep learning has high learning performance and recognition performance, it requires a large amount of sample data... [more] MoNA2017-55
pp.79-82
NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] 2017-06-23
16:00
Okinawa Okinawa Institute of Science and Technology Analysis of Robustness of Approximators Based on Neural Networks Against Redundant Dimensions
Shoichi Someno, Tomohiro Tanno, Kazumasa Horie, Jun Izawa, Tomoki Ichiba, Masahiko Morita (Tsukuba Univ.) NC2017-8
Redundant input dimensions that are not related to the output are known to lower the approximate accuracy of function ap... [more] NC2017-8
pp.21-26
NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] 2017-06-23
16:25
Okinawa Okinawa Institute of Science and Technology Analysis of Sequential Learning Capability of Selective Desensitization Neural Network
Tomoki Ichiba, Tomohiro Tanno, Kazumasa Horie, Jun Izawa, Syoichi Someno, Masahiko Morita (Tsukuba Univ.) NC2017-9
A conventional neural network with high generalization ability is known to entirely forget the previously learned inform... [more] NC2017-9
pp.27-32
NC, IPSJ-BIO 2013-06-28
15:10
Okinawa Okinawa Institute of Science and Technology Effect of Pattern Coding on Pattern Classification Neural Networks
Tomohiro Tanno, Kazumasa Horie, Takaaki Kobayashi, Masahiko Morita (Univ. of Tsukuba) NC2013-13
Recent studies reported that the performance of layered neural networks to approximate multivariable functions improves ... [more] NC2013-13
pp.139-143
NC, IPSJ-BIO 2012-06-28
10:10
Okinawa OIST, Okinawa Multi-Class EMG Pattern Classfication using a Selective Desensitization Neural Network with a Half-vs-Half Method
Kazumasa Horie (Univ. of Tsukuba), Atsuo Suemitsu (JAIST), Masahiko Morita (Univ. of Tsukuba) NC2012-3
The real-time classi cation of human movements by using surface electromyogram (EMG) signals is an important research is... [more] NC2012-3
pp.13-18
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