Research keywords (1)：
情報復元,脳の数理モデル,情報統計学,確率モデル,画像処理,機械学習
Research theme for competitive and other funds (1)：
2004 - 2005 空間的相関ノイズを除去する実画像フィルタの開発
Papers (18)：
Miyata Ryota, Aonishi Toru, Tsuzurugi Jun, Kurata Koji. Properties of Associative Memory Model with the β-th-order Synaptic Decay. Information and Media Technologies. 2014. 9. 1. 67-72
Miyata Ryota, Aonishi Toru, Tsuzurugi Jun, Kurata Koji. Properties of Associative Memory Model with the β-th-order Synaptic Decay. IPSJ Online Transactions. 2014. 7. 27-32
Ryota Miyata, Toru Aonishi, Jun Tsuzurugi, Koji Kurata. Properties of Associative Memory Model with the β-th-order Synaptic Decay. 11st Japan-China-Korea Joint Workshop on Neurobiology and Neuroinformatics (NBNI). 2013. 6. 3. 134-139
MIYATA Ryota, TSUZURUGI Jun, AONISHI Toru, KURATA Koji. Storage capacity of the associative memory model with the zero-order synaptic decay. IEICE technical report. Neurocomputing. 2012. 111. 419. 1-6
Miyata R., Tsuzurugi J., Aonishi T., Kurata K. 25aAG-7 Characteristics of the associative memory model with the beta-th-order synaptic decay. Meeting Abstracts of the Physical Society of Japan. 2012. 67. 312-312
Optimaization of the sparsely encoded associative memory model with unit replacement by the mutual information and comparison with the forgetting model. 2011. 2011. 29. 1-6
TSUZURUGI Jun, MIYATA Ryota, KURATA Koji. Optimization of the Sparsely Encoded Associative Memory Model with Unit Replacement by the Mutual Information. IEICE technical report. Neurocomputing. 2011. 111. 315. 65-70
Properties of Hopfield model with the zero-order synaptic decay,
(17th International Symposium on Artificial Life and Robotics 2012)
Study on the Image Restoration of Galaxy Image under Spatially Correlated Noise
(Proceeding for 12th International Conference on Neural Information Processing 2006)
Bayesian Image Restoration under Spatially Correlated Noise -Statistical mechanical approach-,
(Proceeding for 9th International Conference on Neural Information Processing, 2002)
Education (6)：
2002 - 2013 Kyoto University Graduate School of Informatics
2001 - 2003 RIKEN RIKEN Brain Science Institute
2000 - 2003 Nara Institute of Science and Technology Graduate School of Information Science and Technology
1998 - 2000 Kyushu University Graduate School of Informatics
- 1998 Tokyo Metoropolitan University Faculty of Science Department of Physics
- 1992 Kitakyushu National College of Technology Department of Electrical Engineering
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Professional career (4)：
Doctor of Imformatics (Kyoto University)
Doctor of Science (Nara Institute of Science and Technology)
Master of Science (Kyushu University)
Bachelor of Schence (Tokyo Metropolitan University)
Work history (3)：
2022/04 - 現在 Okayama University of Science Faculty of Information Science and Engineering
2005/04 - 2021/03 Okayama University of Science Faculty of Engineering Department of Intelligent Mechanical Engineering
2003/04 - 2005/03 National Institute of Technology, Fukui College Department of Electronics and Information Engineering
