Shouno Hayaru
Title
Cited by
Cited by
Year
Analysis of function of rectified linear unit used in deep learning
K Hara, D Saito, H Shouno
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
892015
Accuracy of the Bethe approximation for hyperparameter estimation in probabilistic image processing
K Tanaka, H Shouno, M Okada, DM Titterington
Journal of Physics A: Mathematical and General 37 (36), 8675, 2004
362004
Analysis of dropout learning regarded as ensemble learning
K Hara, D Saitoh, H Shouno
International Conference on Artificial Neural Networks, 72-79, 2016
292016
A transfer learning method with deep convolutional neural network for diffuse lung disease classification
H Shouno, S Suzuki, S Kido
International Conference on Neural Information Processing, 199-207, 2015
262015
Distribution estimation of hyperparameters in Markov random field models
Y Nakanishi-Ohno, K Nagata, H Shouno, M Okada
Journal of Physics A: Mathematical and Theoretical 47 (4), 045001, 2014
162014
Recent studies around the neocognitron
H Shouno
International Conference on Neural Information Processing, 1061-1070, 2007
152007
Training neocognitron to recognize handwritten digits in the real world
K Fukushima, K Nagahara, H Shouno
Proceedings of IEEE International Symposium on Parallel Algorithms …, 1997
141997
胸部単純 X 線写真における経時的差分画像を用いた結節状陰影の自動検出システムの開発
小田敍弘, 木戸尚治, 庄野逸, 上田克彦
電子情報通信学会論文誌 D 87 (1), 208-218, 2004
132004
Deep convolutional network neocognitron: improved interpolating-vector
K Fukushima, H Shouno
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
112015
Correlated topographic analysis: estimating an ordering of correlated components
H Sasaki, MU Gutmann, H Shouno, A Hyvärinen
Machine Learning 92 (2-3), 285-317, 2013
102013
Detecting seismic electric signals by LVQ based clustering
K Fukuda, M Koganeyama, H Shouno, T Nagao, K Joe
情報処理学会研究報告数理モデル化と問題解決 (MPS) 2001 (63 (2001-MPS-035)), 25-28, 2001
102001
Detecting seismic electric signals by LVQ based clustering
K Fukuda, M Koganeyama, H Shouno, T Nagao, K Joe
情報処理学会研究報告数理モデル化と問題解決 (MPS) 2001 (63 (2001-MPS-035)), 25-28, 2001
102001
Bayesian image restoration for medical images using Radon transform
H Shouno, M Okada
Journal of the Physical Society of Japan 79 (7), 074004, 2010
92010
Formation of a direction map by projection learning using Kohonen's self-organization map
H Shouno, K Kurata
Biological cybernetics 85 (4), 241-246, 2001
92001
Deterministic algorithm for nonlinear Markov random field model
Y Ohno, K Nagata, T Kuwatani, H Shouno, M Okada
Journal of the Physical Society of Japan 81 (6), 064006, 2012
72012
Classification of patterns for diffuse lung diseases in thoracic ct images by adaboost algorithm
M Kuwahara, S Kido, H Shouno
Medical Imaging 2009: Computer-Aided Diagnosis 7260, 726037, 2009
72009
Condensed matter: Structure and mechanical and thermal properties-Pure Noise-Induced Pattern Formations in a Nematic Liquid Crystal
JH Huh, S Kai
Journal of the Physical Society of Japan 78 (4), 43601, 2009
72009
Feature representation analysis of deep convolutional neural network using two-stage feature transfer-an application for diffuse lung disease classification
A Suzuki, H Sakanashi, S Kido, H Shouno
arXiv preprint arXiv:1810.06282, 2018
62018
A 2-staged transfer learning method with deep convolutional neural network for diffuse lung disease analysis
A Suzuki, S Suzuki, S Kido, H Shouno
Proceedings of International Forum on Medical Imaging in Asia, 160-163, 2017
62017
Dark channel prior based blurred image restoration method using total variation and morphology
Y Li, Q Fu, F Ye, H Shouno
Journal of Systems Engineering and Electronics 26 (2), 359-366, 2015
62015
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Articles 1–20