♦Introduction
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.
♦For applicants
Applicants who hope to join our laboratory should refer to the following information:
♦Annoucements
The 2nd International Workshop on Reservoir Compupting in ICANN 2024 @ Lugano, Switzerland (submission deadline: Mar. 15, 2024 Mar. 25, 2024).
Special session on “Reservoir Computing: Progress in Methods, Applications, and Implementations” in WCCI/IJCNN 2024 @ Yokohama (submission deadline: Jan. 15, 2024 Jan. 29, 2024).
Special Issue on “New Frontiers in Extremely Efficient Reservoir Computing“, IEEE-TNNLS, 2022.
Book “Reservoir computing” (IN JAPANESE, Morikita Publishing, 2021), on sale!
News
- July 19, 2024: A paper on graph NN for epidemic forecasting will be published from KBS.
- July 18, 2024: We will hold a Seminar on Reservoir Computing and Its Applications
- July 1-5, 2024: The Special Session on RC was held in WCCI 2024.
- May 01, 2024: A new assistant staff joined our lab.
- Apr 01, 2024: Three undergraduate students joined our lab.
- Feb. 14, 2024: We are recruiting a project researcher (see JREC-IN site for details).
- Jan. 01, 2024: A paper on RC-based anomaly detection has been published online from NOLTA Journal (open access).
- Nov. 26, 2023: An international conference paper on dynamical graph ESN has been published (ICONIP).
- Oct. 25, 2023: Prof. Tanaka gave a research talk at International Conference on Neuromorphic, Natural, and Physical Computing.
- Sep. 22, 2023: Prof. Tanaka gave an invited talk at the 15th Nagoya Open Innovation Seminar ogranized by Nagoya Industries Promotion Corporation.
- Sep. 22, 2023: An international conference paper on identity recognition with blood pressure data has been published (ICANN).
- Aug. 14, 2023: Prof. Tanaka was appointed a Project Manager of IPA Mitou program.
- Aug. 02, 2023: An international conference paper on spin-wave-based RC has been published (IEEE IJCNN).
- Jul. 24, 2023: An international conference paper on spiking RC has been published from IEEE Symposium on VLSI Technology and Circuits.
- Jul. 21, 2023: Prof. Tanaka gave a lecture at a technical seminar of IPA Mitou program.
- Jun. 28, 2023: Prof. Tanaka gave a special lecture at Future University Hakodate.
- Jun. 20, 2023: Prof. Tanaka organized Special Session on “Reservoir Computing: theory, models, applications” in IJCNN 2023 with Andrea Ceni and Claudio Gallicchio.
- Apr. 01, 2023: Prof. Tanaka joined NITECH. (The old website)