Faculty - YAMAUCHI Koichiro |

（Last updated : 2026-06-01 18:42:39）

YAMAUCHI Koichiro

Department / Course

College of Engineering Department of Computer Science

Graduate School of Engineering Department of Computer Science

Center for Mathematical Science and Artificial Intelligence

Job Professor

Education and Degrees
1991/04/01～1994/03/31	Doctoral Program Graduate School, Division of Engineering Science Osaka University Finished Intelligent informatics PhD
1989/04/01～1991/03/23	Master Program Graduate School, Division of Engineering Nagoya Institute of Technology Finished
1985/04/01～1989/03/31	Faculty of Engineering Nagoya Institute of Technology Graduated Intelligent informatics

Business career
1994/04/01 ～ 2000/09/30	Research Assistant Nagoya Institute of Technology
2000/10/01 ～ 2009/03/31	Associate Professor

Belonging society
～	IEEE Computer Society
	∟ Japan Chapter 運営委員
～	Japan Neural Network Society (JNNS)
～	Information Processing Society of Japan
～	Japan Society of Fuzzy Theory and Intelligent Informatics
Display All（6）

Present specialized field
知能情報処理, Artificial Intelligence, Machine Learning, Pattern Recognition

Research, Studies
Bio-inspired Learning algorithms
Incremental learning method for small embedded systems
Application of machine learning methods for renewal energy systems
Maximum Power Point Tracking micro-converter for photovoltaic

Curriculum Specialized
Machine Learning, Operating System, C-language-programming

Book and thesis
Papers	Swap-deep neural network: incremental inference and learning for embedded systems (Co-authored) 2024/02
Papers	Quick Continual kernel learning on bounded memory space based on balancing between adaptation and forgetting Evolving Systems 14 (0),pp.437-460 (Sole-authored) 2022/12
Papers	Few-shot Class Incremental learning with Generative Feature Replay Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2021) (0),pp.259-267 (Co-authored) 2021/02
Papers	Lightweight Modal Regression for Stand Alone Embedded Systems Neural Information Processing --26th International Conference, ICONIP 2019-- LNCS11594 (0),pp.367-379 (Co-authored) 2019/12
Papers	Inverse Recall を用いた睡眠期間付き追記学習 The Proceedings of the 29 th Annual Conference of Japanese Neural Network Society P2-60 (0) (Co-authored) 2019/09
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Research topic, funded research, and department laboratory expense
2015/04/01 ～ 2018/03/31	Collaboration technique of human and machine-learning for speed up of problem solving and its application for smart grid operations
2012/04/01 ～ 2015/03/31	A limited kernel machine inspired by insect's brain and its application for maximum power point tracker for photvoltaics

Main Subject
Machine Learning

Activity in society
	ICONIP2016 Publication Chair
	IEICE Journal(ED) Associate Editor

Home Page
http://sakura.cs.chubu.ac.jp/index-j.html

e-Rad Researcher Number
00262949