Keiji Miura

J-GLOBAL         Last updated: Aug 1, 2019 at 23:31
 
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Name
Keiji Miura
Affiliation
Kwansei Gakuin University
Section
School of Science and Technology, Department of Bioscience
Research funding number
60520096

Research Areas

 
 

Academic & Professional Experience

 
Apr 2015
 - 
Today
Associate Professor, School of Science and Technology, Kwansei Gakuin University
 
Apr 2011
 - 
Mar 2015
Assistant Professor, Graduate School of Information Sciences, Tohoku University
 
Oct 2008
 - 
Mar 2011
PRESTO Researcher, Department of Molecular and Cellular Biology, Harvard University
 
Apr 2006
 - 
Sep 2008
JSPS Research Fellow, University of Tokyo
 

Education

 
Apr 2001
 - 
Mar 2006
Department of Physics, Kyoto University
 
Apr 1997
 - 
Mar 2001
Department of Physics, University of Tokyo
 

Awards & Honors

 
Dec 2012
Young Researcher Award, Aoba Foundation for the Promotion of Engineering
 
2006
Research Award, Japanese Neural Network Society
 
Dec 2005
Outstanding Student Paper Awards, NIPS Foundation
 
2005
Young Researcher Award, Japanese Neural Network Society
 

Published Papers

 
Identification of midbrain dopamine neurons using features from spontaneous spike activity patterns
Tsuyoshi Ishikawa, Hideyuki Matsumoto, Keiji Miura
IEEE EMBC 2019      Jul 2019
Assessing the Impacts of Correlated Variability with Dissociated Timescales
Toshiyuki Takahashi, Yoshiko Maruyama, Hiroyuki Ito, Keiji Miura
eNeuro      2019   [Refereed]
Discriminating dopamine from non-dopamine neurons based on the spontaneous electrical activities
Tsuyoshi Ishikawa, Hideyuki Matsumoto, Keiji Miura
Proc of IEEE Brain Initiative Workshop on Advanced NeuroTechnologies 2018      Nov 2018   [Refereed]
Keiji Miura, Kazuki Nakada
IEEE Access   5 14889-14897   Jul 2017   [Refereed]
Kazuki Nakada,Keiji Miura
10th IEEE International Workshop on Computational Intelligence and Applications, IWCIA 2017, Hiroshima, Japan, November 11-12, 2017   213-218   2017   [Refereed]
Kazuki Nakada, Keiji Miura
IEEE NANO 2016      Aug 2016
Kazuki Nakada, Keiji Miura, Tetsuya Asai
Nonlinear Theory and Its Applications, IEICE   7(2) 95-109   Apr 2016   [Refereed]
Keiji Miura, Takaaki Aoki
IFAC CHAOS2015   175-180   Aug 2015   [Refereed][Invited]
Takeshi Fujita, Koji Ohara, Keiji Miura, Akihiko Hirata, Motoko Kotani, Yasumasa Nishiura, Mingwei Chen
EPL   110 38002   May 2015   [Refereed]
Keiji Miura, Takaaki Aoki
Neural Networks   62 20-24   Feb 2015   [Refereed]
Keiji Miura,Kazuki Nakada
IEEE Access   3 2566-2571   Dec 2015   [Refereed]
Keiji Miura,Kazuki Nakada
IEEE Access   2 960-970   2014   [Refereed]
Kazuki Nakada, Keiji Miura, Tetsuya Asai
IEEE EMBC2013   2013 4997-5000   Jul 2013   [Refereed]
Wang AY, Miura K, Uchida N
Nature neuroscience   16(5) 639-647   May 2013   [Refereed]
Keiji Miura
Interdisciplinary Information Sciences   19(1) 35-41   2013   [Refereed]
Keiji Miura
SCIS-ISIS   1072-1075   Nov 2012   [Refereed]
Keiji Miura, Kazuki Nakada
SCIS-ISIS   1076-1079   Nov 2012   [Refereed]
Kazuki Nakada, Keiji Miura, Tetsuya Asai
SCIS-ISIS   1059-1062   Nov 2012   [Refereed]
Miura K, Mainen ZF, Uchida N
Neuron   74(6) 1087-1098   Jun 2012   [Refereed]
Kazuki Nakada,Keiji Miura
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part V   629-636   2012   [Refereed]
Kazuki Nakada,Keiji Miura,Tetsuya Asai,Hisa-aki Tanaka
IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2012, Kaohsiung, Taiwan, December 2-5, 2012   308-311   2012   [Refereed]
MIURA Keiji
The Brain & Neural Networks   18(2) 67-72   Jun 2011
Kazuki Nakada, Keiji Miura, Hatsuo Hayashi
50 Years of Chaos : Applied and Theoretical      2011
Keiji Miura
Interdisciplinary Information Sciences   17(3) 155-174   2011   [Refereed]
Oizumi M, Miura K, Okada M
Physical review. E, Statistical, nonlinear, and soft matter physics   81(5,Pt.1) 051905   May 2010   [Refereed]
K. Watanabe, H. Tanaka, K. Miura, M. Okada
IEICE Transactions on Information and Systems   E92-D(7) 1362-1368   2009   [Refereed]
Keiji Miura,Naoshige Uchida
Proceedings of the 47th IEEE Conference on Decision and Control, CDC 2008, December 9-11, 2008, Cancún, México   2006-2011   2008   [Refereed]
K. Nakada, K. Miura, H. Hayashi
International Journal of Bifurcation and Chaos   18(4) 1249-1259   2008   [Refereed]
H. Tanaka, K. Miura, M. Okada
Journal of the Physical Society of Japan   77 034003   2008   [Refereed]
Miura K, Tsubo Y, Okada M, Fukai T
The Journal of neuroscience : the official journal of the Society for Neuroscience   27 13802-13812   Dec 2007   [Refereed]
Kazuki Nakada,Keiji Miura,Hatsuo Hayashi
Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007   950-955   2007   [Refereed]
Miura K, Okada M, Amari S
Neural computation   18(10) 2359-2386   Oct 2006   [Refereed]
K. Miura, M. Okada
Progress of Theoretical Physics Supplement   161 255-259   2006   [Refereed]
MIURA Keiji, OKADA Masato, SHINOMOTO Shigeru
The transactions of the Institute of Electronics, Information and Communication Engineers. D-II   88(9) 1924-1933   Sep 2005
MIURA Keiji, OKADA Masato
The transactions of the Institute of Electronics, Information and Communication Engineers. D-II   88(1) 113-120   Jan 2005
Shinomoto S, Miura K, Koyama S
Bio Systems   79 67-72   Jan 2005   [Refereed]
Keiji Miura,Masato Okada,Shun-ichi Amari
Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, NIPS 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]   891-898   2005   [Refereed]
Miura K, Okada M
Physical review. E, Statistical, nonlinear, and soft matter physics   70(2,Pt.1) 021914   Aug 2004   [Refereed]

Misc

 
Data Flow Representation of Machine Learning Algorithms and Hardware Accelerator Implementation
Kazuki Nakada, Keiji Miura
Note on Multiple-Valued Logic in Japan   41(12) 1-8   Sep 2018
A Topology-based Feature Extraction and Its Application to Acoustic Digital Pen
Kazuki Nakada, Keiji Miura, Makoto Kobayashi, Yasuyuki Murai, Iwao Sekita, Hisayuki Tatsumi
Note on Multiple-Valued Logic in Japan   41(20) 1-8   Sep 2018
Data Flow Representation and its Applications to Machine Learning Accelerator
Kazuki Nakada, Keiji Miura
IEICE-RECONF   118(215) 73-78   Sep 2018
中田 一紀, 三浦 佳二
電子情報通信学会技術研究報告 = IEICE technical report : 信学技報   117(380) 143-148   Jan 2018
Topology-based Feature Extraction from 3D Motion Gesture
Kazuki Nakada, Keiji Miura
IEICE MSS      Mar 2017
An Array of Pulse-Coupled Spin Torque Nano Oscillators and Its Application to Neuromorphic Computing
Kazuki Nakada, Keiji Miura
IEICE NC/NLP      Jan 2017
中田 一紀, 三浦 佳二
電子情報通信学会技術研究報告 = IEICE technical report : 信学技報   116(180) 47-52   Aug 2016
NAKADA Kazuki, MIURA Keiji, ASAI Tetsuya
IEICE technical report. Neurocomputing   112(227) 139-144   Sep 2012
Recently, dynamical systems design approaches based the mathematical structure of nonlinear systems have been developed. In the dynamical systems design, the mathematical structure of target devices and circuits are analyzed as a dynamical system,...
NAKADA Kazuki, MIURA Keiji, ASAI Tetsuya
IEICE technical report. Circuits and systems   111(377) 89-94   Jan 2012
We propose a design approach for optimization of noise-induced synchronization among analog sub-RF CMOS oscillator circuits, each of which is known as the Wilson-Cowan type. Based on the phase reduction theory, we numerically computed the phase se...
NAKADA Kazuki, MIURA Keiji, HAYASHI Hatsuo
IEICE technical report. Nonlinear problems   110(465) 77-82   Mar 2011
In this study, we address noise-induced phenomena in a system of two pulse-coupled resonate-and-fire neuron (RFN) models. The RFN model is a spiking neuron model that has second-order membrane dynamics with a firing threshold and exhibits subthres...
Collaborative Mathematics Research Unit
Keiji Miura
GSIS NEWS LETTER   2 2   2011
中田 一紀, 三浦 佳二, 林 初男
研究報告数理モデル化と問題解決(MPS)   2010(34) 1-2   Dec 2010
本研究では,連続力学系におけるダイナミカルノイズが離散写像系で摂動としてどのような効果を生じるか具体的に考察する.パルス結合された共振-発火型ニューロン (Resonate-and-Fire Neuron; RFN) モデルの二体系における同期的振動やカオス的挙動とその分岐現象を発火時間差の一次元離散写像により解析し,加算的雑音を摂動として与えたときに生じる雑音誘起現象と区分的連続写像に特有の新しい分岐構造との関連について報告する.In this report, we consider t...
Kazuki Nakada, Keiji Miura, Hatsuo Hayashi
IPSJ SIG technical reports   2010(34) 1-2   Dec 2010
In this report, we consider the effects of dynamical noise in specific continuous dynamical systems on the discrete return maps. We analyzed a system of two pulse coupled resonate-and-fire neuron (RFN) models and the synchronization phenomena and ...
TANAKA Hiroyuki, MIURA Keiji, WATANABE Kazuho, OKADA Masato
IEICE technical report. Neurocomputing   107(413) 55-60   Jan 2008
The neuronal spikes are irregular and unpredictable process, and can be regarded as a kind of the stochastic events. By using the Bayesian estimation framework, we can reconstruct an underlying firing rate of a neuron from only a single sequence. ...
OIZUMI Masafumi, MIURA Keiji, OKADA Masato
IEICE technical report. Neurocomputing   107(263) 19-24   Oct 2007
Fisher information quantitatively measures encoding accuracy of neural population coding. If neurons fired independently, it is easy to calculate the Fisher information. However, taking into account of neural correlations, which are observed in re...
Oizumi Masafumi, Miura Keiji, Okada Masato
Meeting abstracts of the Physical Society of Japan   62(2)    Aug 2007
TANAKA Hiroyuki, MIURA Keiji, OKADA Masato
IEICE technical report. Neurocomputing   107(50) 29-34   May 2007
On the theory of image restoration, one tries to reconstruct the original image from the image to which a noise is added because of a channel or surrounding environment. A general strategy of it is to use the framework of Bayesian estimation. Unde...
Miura Keiji, Tsubo Yasuhiro, Fukai Tomoki, Okada Masato
Meeting abstracts of the Physical Society of Japan   62(1)    Feb 2007
Tanaka Hiroyuki, Miura Keiji, Okada Masato
Meeting abstracts of the Physical Society of Japan   62(1)    Feb 2007
Nakada Kazuki, Miura Keiji, Hayashi Hatsuo
Meeting abstracts of the Physical Society of Japan   62(1)    Feb 2007

Conference Activities & Talks

 
Neural Networks for Computing Touch Topology
Keiji Miura, Kazuki Nakada
APCV 2019   29 Jul 2019   
Associative olfactory encoding in the piriform cortex: understanding the correlation between flexible odor representations and odor-induced behavioral firings
Yuta Tanisumi, Kazuki Shiotani, Keiji Miura, Junya Hirokawa, Yoshio Sakurai, Hiroyuki Manabe
NEURO2019   27 Jul 2019   
Distinguishing value-coding neurons from random walk neurons in block-structured experiments
Takayuki Hiwatashi, Alice Y Wang, Naoshige Uchida, Keiji Miura
NEURO2019   26 Jul 2019   
Discriminating dopamine from non-dopamine neurons based on the spontaneous electrical activities
Keiji Miura, Tsuyoshi Ishikawa, Hideyuki Matsumoto
NEURO2019   26 Jul 2019   
primary visual cortex can achieve robust discrimination by trend removal
Shu Kyono, Yoshiko Maruyama, Hiroyuki Ito, Keiji Miura
NEURO2019   25 Jul 2019   
Estimating Effective Dimensions of Experimentally Recorded Spike Trains by Neural Ring [Invited]
Keiji Miura
ICIAM 2019   18 Jul 2019   
Selecting Minimum Explaining Variables by Pruned Primary Ideal Decomposition with Recursive Calls
Keiji Miura
SIAM AG 2019   9 Jul 2019   
Assessing the impacts of correlated V1 activities with dissociated timescales
Toshiyuki Takahashi, Yoshiko Maruyama, Hiroyuki Ito, Keiji Miura
Society for Neuroscience - Neuroscience 2018   3 Nov 2018   
Granger causality analysis from non-dopamine to dopamine neurons in reward system
Mana Osaki, Ju Tian, Naoshige Uchida, Mitsuko Watabe-Uchida, Keiji Miura
Neuroscience2018   28 Jul 2018   
Binarization of Spontaneous Neural Activities for Neural Ring Analysis
Keiji Miura
SIAM AN18   10 Jul 2018   
Topological data analysis of across-sniff habituation in olfactory cortex
Yuki Usui, Ayaka Onishi, Keiji Miura
EASIAM2018   24 Jun 2018   
A Topology-based Approach for Feature Extraction from 3D Motion Gesture
Kazuki Nakada, Keiji Miura
IEEE IWCIA 2017   12 Nov 2017   
An array of pulse-coupled spin torque nano oscillators for neuromorphic computing
Kazuki Nakada, Keiji Miura
JNNS 2017   21 Sep 2017   
Sparse estimation of neural circuits for internal rewards
Shintaro Nakamura, Ju Tian, Naoshige Uchida, Mitsuko Watabe-Uchida, Keiji Miura
International Meeting on “High-Dimensional Data-Driven Science” (HD3-2017)   12 Sep 2017   
Topological data analysis of across-sniff habituation in olfactory cortex
Yuki Usui, Ayaka Onishi, Keiji Miura
International Meeting on “High-Dimensional Data-Driven Science” (HD3-2017)   12 Sep 2017   
Predicting Drosophila behavior from a small number of neuron types
Takuya Hiroshima, Laurent Badel, Hokto Kazama, Keiji Miura
International Meeting on “High-Dimensional Data-Driven Science” (HD3-2017)   12 Sep 2017   
Binarization of Spontaneous Neural Activities for Neural Ring Analysis
Momoka Tsuru, Keiji Miura
Applied Algebraic Topology 2017   9 Aug 2017   
Developmental circuit reorganization reduces synchronous activities in OB
Yusuke Terada, Satoshi Fujimoto, Takeshi Imai, Keiji Miura
Neuroscience 2017   21 Jul 2017   
Assessing the impacts of correlated V1 activities with different mechanisms
Toshiyuki Takahashi, Yoshiko Maruyama, Hiroyuki Ito, Keiji Miura
Neuroscience 2017   20 Jul 2017   
Selecting Minimum Explaining Variables by Pruned Primary Ideal Decomposition with Recursive Calls
Keiji Miura
2017 SIAM Conference on Industrial and Applied Geometry (GD17)   11 Jul 2017   

Research Grants & Projects

 
Applications of Information Geometry to Computational Neuroscience
JST: PRESTO
Project Year: Oct 2008 - Mar 2012    Investigator(s): Keiji Miura

Social Contribution

 
Hirameki Tokimeki Science
[Lecturer]  31 Jul 2016