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Welcome to the web page of G.Tanaka Laboratory at Nagoya Institute of Technology (NITECH)! We are conducting research activities in
   – Graduate School of Engineering, Computer Science Program,
  – Department of Computer Science.
Our main research aims are as follows:
(1) to develop machine learning methods for temporal information processing;
(2) to explore novel computing paradigm by leveraging complex systems;
(3) to understand complex phenomena in the real world based on mathmatical modeling and apply them to solving various social problems.
In particular, we are interested in dynamical (time-varying) phenomena and time series data.

The 3rd International Workshop on Reservoir Computing in ICANN 2025 @ Kaunas
(submission deadline: May 1, 2025 May 15, 2025).

Special session on Reservoir computing in the deep learning era in IJCNN 2025 @ Rome, Italy (submission deadline: Jan. 15, 2025 Jan. 30, 2025). Finished.

Special Issue on “New Frontiers in Extremely Efficient Reservoir Computing“, IEEE-TNNLS, 2022.

Book “Reservoir computing” (IN JAPANESE, Morikita Publishing, 2021), on sale!