Information Compression for Intelligible Multi-Layered Neural Networks
Kamimura, Ryotaro
Published in 2019 8th International Congress on Advanced Applied Informatics (IIAI-AAI) (01.07.2019)
Published in 2019 8th International Congress on Advanced Applied Informatics (IIAI-AAI) (01.07.2019)
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Conference Proceeding
Mutual Information Generation for Improving Generalization and Interpretation in Neural Networks
Kamimura, Ryotaro
Published in 2019 International Joint Conference on Neural Networks (IJCNN) (01.07.2019)
Published in 2019 International Joint Conference on Neural Networks (IJCNN) (01.07.2019)
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Conference Proceeding
Automatic Inference of Cabinet Approval Ratings by Information-Theoretic Competitive Learning
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Book Chapter
Conference Proceeding
Potential layer-wise supervised learning for training multi-layered neural networks
Kamimura, Ryotaro
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
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Conference Proceeding
Selective and cooperative potentiality maximization for improving interpretation and generalization
Kamimura, Ryotaro
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
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Conference Proceeding
Structural enhanced information to detect features in competitive learning
Kamimura, R.
Published in 2009 IEEE International Conference on Systems, Man and Cybernetics (01.10.2009)
Published in 2009 IEEE International Conference on Systems, Man and Cybernetics (01.10.2009)
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Conference Proceeding
Information loss to extract distinctive features in competitive learning
Kamimura, R.
Published in 2007 IEEE International Conference on Systems, Man and Cybernetics (01.10.2007)
Published in 2007 IEEE International Conference on Systems, Man and Cybernetics (01.10.2007)
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Conference Proceeding
Interpreting and improving multi-layered networks by free energy-based competitive learning
Kamimura, R.
Published in 2008 IEEE International Conference on Systems, Man and Cybernetics (01.10.2008)
Published in 2008 IEEE International Conference on Systems, Man and Cybernetics (01.10.2008)
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Conference Proceeding
Collective Information-Theoretic Competitive Learning: Emergency of Improved Performance by Collectively Treated Neurons
Kamimura, Ryotaro, Yoshida, Fumihiko, Kitajima, Ryozo
Published in Lecture notes in computer science (2006)
Published in Lecture notes in computer science (2006)
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Book Chapter
Conference Proceeding
Correlation-Constrained Mutual Information Maximization for Interpretable Multi-Layered Neural Networks
Kamimura, Ryotaro, Takeuchi, Haruhiko
Published in 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems (SCIS) and 19th International Symposium on Advanced Intelligent Systems (ISIS) (01.12.2018)
Published in 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems (SCIS) and 19th International Symposium on Advanced Intelligent Systems (ISIS) (01.12.2018)
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Conference Proceeding
Simplified and gradual information control for improving generalization performance of multi-layered neural networks
Kamimura, Ryotaro
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
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Conference Proceeding
Journal Article