Gouhei Tanaka

J-GLOBAL         Last updated: Sep 15, 2019 at 22:21
 
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Name
Gouhei Tanaka

Research Areas

 
 

Academic & Professional Experience

 
Apr 2013
 - 
Today
Project Associate Professor, Graduate School of Engineering, The University of Tokyo
 
Aug 2011
 - 
Mar 2013
Project Associate Professor, Institute of Industrial Science, The University of Tokyo
 
Apr 2007
 - 
Jul 2011
Assistant Professor, Institute of Industrial Science, The University of Tokyo
 
Aug 2006
 - 
Mar 2007
Assistant Professor, Institute of Industrial Science, The University of Tokyo
 
Apr 2005
 - 
Jul 2006
Project Assistant Professor, Institute of Industrial Science, The University of Tokyo
 

Education

 
Apr 2002
 - 
Mar 2005
Department of Complexity Science and Engineering, Doctoral course, Graduate School of Frontier Sciences, The University of Tokyo
 
Apr 2000
 - 
Mar 2002
Department of Complexity Science and Engineering, Master course, Graduate School of Frontier Sciences, The University of Tokyo
 
Apr 1998
 - 
Mar 2000
Department of Mathematical Engineering and Information Physics, Faculty of Engineering, The University of Tokyo
 
Apr 1996
 - 
Mar 1998
Natural Sciences 1, College of Arts and Sciences, The University of Tokyo
 

Awards & Honors

 
2017
Best Paper Award, IEEE Transcations on Nanotechnology 2016
Winner: Gouhei Tanaka, Yasunao Katayama, Daiju Nakano, Toshiyuki Yamane, Ryosho Nakane
 
2011
Robustness of Scale-free Networks of Oscillators against Partial Inactivation, Best Poster Award (Silver Prize), First International Symposium on Innovative Mathematical Modelling
 
2005
Crisis-induced Intermittency in Coupled Chaotic Maps, Honorable Mention Award, DSWeb Tutorials Contest, Society for Industrial and Applied Mathematics
 

Published Papers

 
Matsuki Akari, Tanaka Gouhei
PHYSICAL REVIEW E   100(2)    Aug 2019   [Refereed]
Tanaka G, Nakane R, Takeuchi T, Yamane T, Nakano D, Katayama Y, Hirose A
IEEE transactions on neural networks and learning systems      Mar 2019   [Refereed]
Takanori Akiyama,Gouhei Tanaka
Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings - Workshop and Special Sessions   82-88   2019   [Refereed]
Array,Toshiyuki Yamane,Jean Benoit Héroux,Ryosho Nakane,Naoki Kanazawa,Seiji Takeda,Hidetoshi Numata,Daiju Nakano,Array
Neural Networks   115 100-123   Jul 2019   [Refereed]
Zhiqiang Tong,Array
Neurocomputing   333 76-85   Mar 2019   [Refereed]

Misc

 
廣瀬明, 廣瀬明, 田中剛平, 田中剛平, 武田征士, 山根敏志, 沼田秀俊, 金澤直輝, HEROUX J. B., 中野大樹, 中根了昌, 中根了昌
電子情報通信学会大会講演論文集(CD-ROM)   2019 ROMBUNNO.CS‐2‐7   Mar 2019
市村剛大, 中根了昌, 中根了昌, 田中剛平, 田中剛平, 廣瀬明, 廣瀬明, 廣瀬明
電子情報通信学会大会講演論文集(CD-ROM)   2019 ROMBUNNO.CS‐2‐8   Mar 2019
市村剛大, 中根了昌, 中根了昌, 田中剛平, 田中剛平, 廣瀬明, 廣瀬明
電子情報通信学会技術研究報告   118(470(NC2018 44-88)(Web)) 121‐126 (WEB ONLY)   Feb 2019
中根了昌, 田中剛平, 廣瀬明
応用物理学会春季学術講演会講演予稿集(CD-ROM)   66th ROMBUNNO.12p‐W933‐10   Feb 2019
廣瀬明, 田中剛平, 武田征士, 山根敏志, 沼田秀俊, 金澤直輝, HEROUX J. B., 中野大樹, 中根了昌
電子情報通信学会技術研究報告   118(470(NC2018 44-88)(Web)) 117‐120 (WEB ONLY)   Feb 2019
田中剛平
電子情報通信学会誌   102(2) 108‐113   Feb 2019
田中 剛平
電子情報通信学会技術研究報告 = IEICE technical report : 信学技報   118(316) 33-38   Nov 2018
田中剛平
電子情報通信学会技術研究報告   118(316(CCS2018 33-45)) 33‐38   Nov 2018
秋山貴則, 田中剛平, 田中剛平
電子情報通信学会技術研究報告   118(284(IBISML2018 44-104)(Web)) 293‐299 (WEB ONLY)   Oct 2018
中野大樹, 沼田英俊, 山根敏志, 武田征士, HEROUX Jean Benoit, 金澤直樹, 田中剛平, 中根了昌, 廣瀬明
電気学会全国大会講演論文集(CD-ROM)   2018 ROMBUNNO.S16‐4   Mar 2018
Morino Kai, Tanaka Gouhei, Aihara Kazuyuki
Meeting Abstracts of the Physical Society of Japan   72(0) 3035-3035   2017
<p>今回の発表では,興奮性を示す位相振動子を結合した系において,結合強度を強化することで起こる自発的振動現象の解析結果について報告する.今回の系では結合強度を上げることで安定平衡点がサドルノード分岐により消失して自発的な振動が生じるが,全ての素子が振動を開始する場合と一部の素子のみが振動を開始する場合がパラメータにより分かれる.この振動開始のメカニズムを分岐解析によって詳細に解析した結果を報告する.</p>
TANAKA Gouhei
Seibutsu Butsuri   56(6) 340-344   2016
Ben Gong Zhang, Gouhei Tanaka, Kazuyuki Aihara, Masao Honda, Shuichi Kaneko, Luonan Chen
IFAC-PapersOnLine   28 37-40   Nov 2015
© 2015, IFAG (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved. The hepatitis B virus (HBV) is a kind of pandemic infectious disease. It is becoming a major health problem in Asian and African countries, ...
Y. Katayama, T. Yamane, D. Nakano, R. Nakane, G. Tanaka
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, NANOARCH 2015   23-24   Aug 2015
© 2015 IEEE. Aiming at achieving brain-like capabilities and efficiencies with nano-scale integration, this paper proposes a new scaling concept for wave-based neuromorphic devices. Our scaling approach shows that vgthe group velocity of a signali...
Zhiqiang Tong, Gouhei Tanaka
IFAC-PapersOnLine   28 221-226   Nov 2015
© 2015, IFAG (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved. Artificial neural networks are powerful tools for many information processing tasks such as pattern recognition, data mining, optimization, ...
Gouhei Tanaka, Kai Morino, Kazuyuki Aihara
Mathematical Approaches to Biological Systems: Networks, Oscillations, and Collective Motions   29-53   Jan 2015
© Springer Japan 2015. Dynamical behavior of biological systems is maintained by interactions between biological units such as neurons, cells, proteins, and molecules. It is a challenging issue to understand robustness of biological interaction ne...
Y. Katayama, T. Yamane, D. Nakano, R. Nakane, G. Tanaka
IEEE-NANO 2015 - 15th International Conference on Nanotechnology   1210-1213   Jan 2015
© 2015 IEEE. We present a framework of wave-based neuromorphic computing aiming at brain-like capabilities and efficiencies with nano-scale device integration. We take advantage of the unique nature of elastic wave dynamics in both computations an...
Morino Kai, Tanaka Gouhei, Aihara Kazuyuki
Meeting Abstracts of the Physical Society of Japan   70(0)    2015
YAMANE Toshiyuki, TANAKA Gouhei, NAKANO Daiju, NAKANE Ryosho, KATAYAMA Yasunao
電子情報通信学会技術研究報告 = IEICE technical report : 信学技報   114(306) 351-356   Nov 2014
We report the performance analysis of auto-associative neural networks on modular structures. We focus on the sparse modules to reduce the wiring complexity for hardware implementation. The local iterative Hebbian rules is employed which can be ap...
Morino Kai, Tanaka Gouhei, Aihara Kazuyuki
Meeting Abstracts of the Physical Society of Japan   70(0)    2015
Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   8834 255-262   Jan 2014
© Springer International Publishing Switzerland 2014. Modular structures are ubiquitously found in the brain and neural networks. Inspired by the biological networks, we explore Hopfieldtype recurrent neural networks with sparse modular connectivi...
G. Chesi, G. Tanaka, Y. Hirata, K. Aihara
2013 European Control Conference, ECC 2013   670-675   Dec 2013
This paper addresses the problems of characterizing and estimating the bifurcation sets of equilibrium points in multi-parameter space of a class of nonlinear dynamical systems. Specifically, we investigate the sets of parameters that lead to sadd...
NAGATA Motoki, FUJIWARA Naoya, NISHIKAWA Isao, TANAKA Gouhei, SUZUKI Hideyuki, AIHARA Kazuyuki
SEISAN KENKYU   65(3) 295-299   2013
After the Tohoku earthquake, it is becoming very important to ensure a stable energy supply because of the recent developments in renewable and decentralized energy. In order to stabilize the supply of power grids, it is useful to analyze mathemat...
Nishikawa I.
Meeting Abstracts of the Physical Society of Japan   68(0)    2013
Urabe Chiyori, Tanaka Gouhei, Mitsudo Tetsuya, Misaki Takako, Maruyama Aya, Oshima Takahiro, Okabe Nobuhiko, Aihara Kazuyuki
Meeting Abstracts of the Physical Society of Japan   68(0)    2013
Morino Kai, Tanaka Gouhei, Aihara Kazuyuki
Meeting Abstracts of the Physical Society of Japan   68(0)    2013
Ben Gong Zhang, Gouhei Tanaka, Luonan Chen, Kazuyuki Aihara
Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012   130-135   Dec 2012
Mathematical models have already been developed to describe the dynamics of the chronic myeloid leukemia (CML). However' most of them mainly focus on the short term dynamics and response to the treatment with drugs such as imatinib or the relapse ...
山本 浩貴, 田中 剛平, 合原 一幸
生産研究   64(3) 313-318   May 2012
YAMAMOTO Hiroki, TANAKA Gouhei, AIHARA Kazuyuki
SEISAN KENKYU   64(3) 313-318   2012
When a new influenza epidemic is going on, it is important to promptly plan the schedule of production and allocation of vaccines in order to mitigate the severity of the influenza. Because the production of vaccines starts after identification of...
Morino Kai, Tanaka Gouhei, Aihara Kazuyuki
Meeting Abstracts of the Physical Society of Japan   67(0)    2012
TANAKA Gouhei, OKU Makito, AIHARA Kazuyuki
シミュレーション   30(4) 236-241   Dec 2011
Gouhei Tanaka, Yoshito Hirata, S. Larry Goldenberg, Nicholas Bruchovsky, Kazuyuki Aihara
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences   369 495   Jan 2011
Morino Kai, Tanaka Gouhei, Aihara Kazuyuki
Meeting Abstracts of the Physical Society of Japan   66(0)    2011
Morino Kai, Tanaka Gouhei, Aihara Kazuyuki
Meeting Abstracts of the Physical Society of Japan   66(0)    2011
Gouhei Tanaka, Kazuyuki Aihara
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   5863 LNCS 484-493   Dec 2009
We present a backpropagation learning algorithm for multilayer feedforward phasor neural networks using a gradient descent method. The state of a phasor neuron takes a complex-valued state on the unit circle in the complex domain. Namely, the stat...
OKADA Yusuke, TANAKA Gouhei, KOHNO Takashi, AIHARA Kazuyuki
IEICE technical report   109(269) 203-208   Nov 2009
Coupled oscillators have been widely studied, for instance, as a mathematical model to investigate the mechanism of emergence of biological rhythms generated by an ensemble of interacting biological cells. In this study, we focus on network dynami...
TANAKA Gouhei, AIHARA Kazuyuki
SEISAN KENKYU   61(6) 1081-1084   2009
&nbsp;&nbsp;&nbsp;It is estimated that the Pandemic influenza A (H1N1) 2009 emerging all over the world in this year would further spread. Although production of pandemic vaccines is intensively promoted, its maximum amount is limited. Therefore, ...
TANAKA Gouhei, AIHARA Kazuyuki
IEICE technical report   107(478) 13-18   Feb 2008
A complex-valued neural network can be used for multistate associative memory by quantizing a neuronal state into a multivalued state with an appropriate threshold function. The complex-signum function used in conventional multistate associative m...
Gouhei Tanaka, Kazuyuki Aihara
IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS   2 1017-1020   Dec 2004
The present paper proposes two types of multistate associative memory models using circle maps coupled through a parameter in the individual map. Each network utilizes a circle map with a specific bifurcation property as its component and realizes...
TANAKA Gouhei, AIHARA Kazuyuki
IEICE technical report. Circuits and systems   103(334) 73-78   Sep 2003
From the viewpoint of biological information processing, bursting responses of excitable cells may play an important role in the interaction of the cells. In several experiments and model simulations, two coupled bursting cells with electrical syn...