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Last update 2021/07/31 (日本語版)
Affiliation
Associate Professor, Nonlinear Physics Laboratory,
Interdisciplinary Graduate School of Engineering Sciences, Kyushu University, JAPAN
〒816-8580
Fukuoka-ken, Kasuga-shi, KasugaKouen 6-1 Kyushu University, The building D, room E209
Tel : 092-583-7594 (7594）
e-mail:
Information
curriculum-vitae (English) Publications (English) Academic Activity (English)
News
2021/07/19: Our paper "A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design" is published in IEEE Transactions on Neural Networks and Learning Systems (Link).
2021/02/17: Our paper "Early Dynamics of Chronic Myeloid Leukemia on Nilotinib Predicts Deep Molecular Response" is uploaded in bioRxiv (bioRxiv:2021.02.17.431221).
2020/12/20: Our paper "Model-size reduction for reservoir computing by concatenating internal states through time" is published in Scientific Reports (Link).
2020/06/12: Our paper "Model-Size Reduction for Reservoir Computing by Concatenating Internal States Through Time" is uploaded in arXiv (arXiv:2006.06218).
2020/01/16: Our paper "A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design" is uploaded in arXiv (arXiv2001.05348).
2019/10/1: I moved to Kyushu University.
2019/05/10: Our talk "Dynamical Robustness and Resilience in Coupled Oscillator Networks" will be presented in Minisymposium MS18, SIAM DS19（SIAM DS19 MS18）.
2018/11/09: Our paper "Bifurcation mechanism for emergence of spontaneous oscillations in coupled heterogeneous excitable units" is published in Physical Review E (Link).
Other previous news are Here.
Research topic
1) Dynamical robustness and resilience of dynamical systems
[Ref: PRE2018, PRE2013, SREP2012, PRE2011 ]
2) Data mining of real data
[Ref: KDD2017, DSAA2016, SREP2015, KDD2015 ]
3) Spiking Neural Networks & Reservoir Computing
[Ref: 生産研究2019, arXiv:2001.05348, arXiv:2006.06218 ]
Others