Basic Information

Faculty

• 工学部 工学部 情報学科

Professional Memberships

• From 2002, To Present

  日本建築学会
• From 1998, To Present

  日本物理学会
• From 1994, To Present

  日本音響学会
• From 1989, To Present

  電子情報通信学会
• 日本神経回路学会
• 電気電子工学会(The Institute of Electrical and Electronics Engineers)
• 人工知能学会

Academic Degree

• (University of Tokyo)
• (University of Tokyo)

Academic Resume (Graduate Schools)

• University of Tokyo, 大学院工学系研究科博士課程電子工学専攻, 修了
• University of Tokyo, 大学院工学系研究科修士課程電子工学専攻, 修了

Academic Resume (Undergraduate School/Majors)

• University of Tokyo, Faculty of Engineering, 卒業

Language of Instruction

• English

ID,URL

• J-Global ID

  200901086646572592

• Researcher ID

  C-2749-2011

Website(s) (URL(s))

• http://www-adsys.sys.i.kyoto-u.ac.jp/tt/Tanaka-j.html

researchmap URL

• https://researchmap.jp/tt_t_tanaka

Research

Research Topics, Overview of the research

• Research Topics

  Information processing using probability modeling, statistical mechanics of informatics, probability-baed inference, machine learning

• Overview of the research

  Oftentimes, there is a large gap between what we can see and what we want to know, and we perform information processing in order to fill in the gap. Among various factors constituting such gaps, I have been focusing on and studying probabilistic uncertainty. In particular, I have studied problems of approximate inference in large stochastic neural networks and their reformulation in terms of statistical mechanics, performance analysis of code-division multiple-access (CDMA) and various other wireless communication systems as its application, and in recent years, the information processing framework utilizing sparse representation, including compressed sensing.

Research Interests

• 工学基礎
• 情報通信工学
• 計算機科学
• Fundamentals of Engineering
• Information and Communication Engineering
• Computer Science

Research Areas

• Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Communication and network engineering
• Informatics, Computational science
• Informatics, Information theory

Papers

• Spatio-temporal reconstruction of substance dynamics using compressed sensing in multi-spectral magnetic resonance spectroscopic imaging

  Utako Yamamoto; Hirohiko Imai; Kei Sano; Masayuki Ohzeki; Tetsuya Matsuda; Toshiyuki Tanaka

  Expert Systems with Applications, Dec. 2023, Peer-reviewed

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• Sparse Modeling for Spectrometer Based on Band Measurement

  Kyoya Uemura; Tomoyuki Obuchi; Toshiyuki Tanaka

  21 Jul. 2023

  
• Nested aggregation of experts using inducing points for approximated Gaussian process regression

  Ayano Nakai-Kasai; Toshiyuki Tanaka

  Machine Learning, 09 Nov. 2021, Peer-reviewed, Last author

  
• Sharp Asymptotics of Matrix Sketching for a Rank-One Spiked Model

  Fumito Tagashira; Tomoyuki Obuchi; Toshiyuki Tanaka

  2021 IEEE International Symposium on Information Theory (ISIT), 12 Jul. 2021, Peer-reviewed

  
• International Workshop on Statistical-Mechanical Informatics 2007 (IW-SMI 2007) - 16-19 September 2007, Kyoto, Japan - Preface

  Koji Hukushima; Yoshiyuki Kabashima; Hidetoshi Nishimori; Toshiyuki Tanaka

  INTERNATIONAL WORKSHOP ON STATISTICAL-MECHANICAL INFORMATICS 2007 (IW-SMI 2007), 2008, Peer-reviewed

  
• Aggregated Multi-output Gaussian Processes with Knowledge Transfer Across Domains.

  Yusuke Tanaka 0002; Toshiyuki Tanaka; Tomoharu Iwata; Takeshi Kurashima; Maya Okawa; Yasunori Akagi; Hiroyuki Toda

  CoRR, 2022

  
• Probabilistic Information Processing in Mobile Communication

  TANAKA Toshiyuki

  Journal of The Society of Instrument and Control Engineers, 10 Aug. 2003

  
• A Method for Estimating Multiple Motion Parameters and Planar Surface Parameters without Feature Point Correspondence.

  Akihiro Minagawa; Yutaka Horie; Norio Tagawa; Toshiyuki Tanaka

  Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), November 28-30, 2000, Tokyo, Japan, 2000, Peer-reviewed

  
• Information Geometry of Belief Propagation

  Ikeda Shiro; Tanaka Toshiyuki; Amari Shun-ichi

  Bulletin of the Japan Society for Industrial and Applied Mathematics, 2004

  
• Consistency of payoff relations in zero-determinant strategies

  Ueda Masahiko; Tanaka Toshiyuki

  Meeting Abstracts of the Physical Society of Japan, 2019

  
• Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs.

  Yusuke Tanaka 0002; Toshiyuki Tanaka; Tomoharu Iwata; Takeshi Kurashima; Maya Okawa; Yasunori Akagi; Hiroyuki Toda

  CoRR, 2019

  
• Refining Coarse-grained Spatial Data using Auxiliary Spatial Data Sets with Various Granularities.

  Yusuke Tanaka 0002; Tomoharu Iwata; Toshiyuki Tanaka; Takeshi Kurashima; Maya Okawa; Hiroyuki Toda

  CoRR, 2018

  
• Time-delayed collective flow diffusion models for inferring latent people flow from aggregated data at limited locations

  Yusuke Tanaka; Tomoharu Iwata; Takeshi Kurashima; Hiroyuki Toda; Naonori Ueda; Toshiyuki Tanaka

  Artificial Intelligence, Mar. 2021, Peer-reviewed

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• 主成分分析に対する行列スケッチングの解析的性能評価

  田頭史都; 小渕智之; 田中利幸

  電子情報通信学会技術研究報告（情報理論）, 14 Jan. 2021, Last author

  
• Linear algebraic structure of zero-determinant strategies in repeated games

  Masahiko Ueda; Toshiyuki Tanaka

  PLOS ONE, 02 Apr. 2020, Peer-reviewed

  
• 誤差推定に基づくランダム化PCAのパラメータ決定

  田頭史都; 田中利幸

  2020年電子情報通信学会総合大会講演論文集, Mar. 2020, Last author

  
• Amino-acid selective isotope labeling enables simultaneous overlapping signal decomposition and information extraction from NMR spectra

  Takuma Kasai; Shunsuke Ono; Seizo Koshiba; Masayuki Yamamoto; Toshiyuki Tanaka; Shiro Ikeda; Takanori Kigawa

  Journal of Biomolecular NMR, 30 Jan. 2020, Peer-reviewed

  
• Spatially aggregated gaussian processes with multivariate areal outputs

  Yusuke Tanaka; Toshiyuki Tanaka; Tomoharu Iwata; Takeshi Kurashima; Maya Okawa; Yasunori Akagi; Hiroyuki Toda

  Proceedings of the 33rd International Conference on Neural Information Processing Systems, Dec. 2019, Peer-reviewed

  
• Kernel Selection for Modal Linear Regression: Optimal Kernel and IRLS Algorithm

  Ryoya Yamasaki; Toshiyuki Tanaka

  2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA), Dec. 2019, Last author

  
• A General Formula for the Stationary Distribution of the Age of Information and Its Application to Single-Server Queues

  Yoshiaki Inoue; Hiroyuki Masuyama; Tetsuya Takine; Toshiyuki Tanaka

  IEEE Transactions on Information Theory, Dec. 2019, Peer-reviewed

  
• Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities

  Yusuke Tanaka; Tomoharu Iwata; Toshiyuki Tanaka; Takeshi Kurashima; Maya Okawa; Hiroyuki Toda

  Proceedings of the AAAI Conference on Artificial Intelligence, 17 Jul. 2019, Peer-reviewed

  
• Phase Transition in Mixed ℓ2/ℓ1-norm Minimization for Block-Sparse Compressed Sensing

  Toshiyuki Tanaka

  2019 IEEE International Symposium on Information Theory (ISIT), Jul. 2019, Peer-reviewed, Lead author

  
• Properties of mean shift

  YAMASAKI Ryoya; TANAKA Toshiyuki

  IEEE Transactions on Pattern Analysis and Machine Intelligence, Apr. 2019, Peer-reviewed

  
• Optimal Kernel for Mode Estimation via Kernel Density Estimation

  Ryoya Yamasaki; Toshiyuki Tanaka

  電子情報通信学会技術研究報告（情報論的学習理論と機械学習）, Mar. 2019, Last author

  
• 反復再重み付け最小二乗法による正則化モード回帰

  山崎遼也; 田中利幸

  電子情報通信学会技術研究報告（情報論的学習理論と機械学習）, Nov. 2018, Last author

  
• 批評器の複雑度はWGANの性能にどのように影響を与えるか？

  庵原明洋; 田中利幸

  電子情報通信学会技術研究報告（情報論的学習理論と機械学習）, Nov. 2018, Last author

  
• Performance analysis of L1-norm minimization for compressed sensing with non-zero-mean matrix elements

  TANAKA Toshiyuki

  Proceedings of the 2018 IEEE International Symposium on Information Theory, Jul. 2018, Peer-reviewed

  
• Correction: Optimization of Regularization Parameters in Compressed Sensing of Magnetic Resonance Angiography: Can Statistical Image Metrics Mimic Radiologists' Perception?

  Thai Akasaka; Koji Fujimoto; Takayuki Yamamoto; Tomohisa Okada; Yasutaka Fushimi; Akira Yamamoto; Toshiyuki Tanaka; Kaori Togashi

  PloS one, 2018, Peer-reviewed

  
• The stationary distribution of the age of information in FCFS single-server queues

  Yoshiaki Inoue; Hiroyuki Masuyama; Tetsuya Takine; Toshiyuki Tanaka

  IEEE International Symposium on Information Theory - Proceedings, 09 Aug. 2017, Peer-reviewed

  
• Limiting eigenvalue distributions of block random matrices with one-dimensional coupling structure

  Toshiyuki Tanaka

  IEEE International Symposium on Information Theory - Proceedings, 10 Aug. 2016, Peer-reviewed

  
• Effects of the approximations from BP to AMP for small-sized problems

  Arise Kuriya; Toshiyuki Tanaka

  2016 IEEE International Symposium on Information Theory (ISIT), Jul. 2016, Peer-reviewed, Last author

  
• Throughput equalization in mean-field hard-core models for CSMA-based wireless networks

  Toshiyuki Tanaka; Shashi Prabh; Yiyan Liu

  2016 14th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), May 2016, Peer-reviewed, Lead author

  
• Compressed Sensing 3-Dimensional Time-of-Flight Magnetic Resonance Angiography for Cerebral Aneurysms Optimization and Evaluation

  Yasutaka Fushimi; Koji Fujimoto; Tomohisa Okada; Akira Yamamoto; Toshiyuki Tanaka; Takayuki Kikuchi; Susumu Miyamoto; Kaori Togashi

  INVESTIGATIVE RADIOLOGY, Apr. 2016, Peer-reviewed

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• Optimization of Regularization Parameters in Compressed Sensing of Magnetic Resonance Angiography: Can Statistical Image Metrics Mimic Radiologists' Perception?

  Thai Akasaka; Koji Fujimoto; Takayuki Yamamoto; Tomohisa Okada; Yasutaka Fushumi; Akira Yamamoto; Toshiyuki Tanaka; Kaori Togashi

  PLOS ONE, Jan. 2016, Peer-reviewed

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• Performance Improvement of Iterative Multiuser Detection for Large Sparsely Spread CDMA Systems by Spatial Coupling

  Keigo Takeuchi; Toshiyuki Tanaka; Tsutomu Kawabata

  IEEE TRANSACTIONS ON INFORMATION THEORY, Apr. 2015, Peer-reviewed

  
• Source and Channel Polarization Over Finite Fields and Reed-Solomon Matrices

  Ryuhei Mori; Toshiyuki Tanaka

  IEEE TRANSACTIONS ON INFORMATION THEORY, May 2014, Peer-reviewed

  
• On an Achievable Rate of Large Rayleigh Block-Fading MIMO Channels With No CSI

  Keigo Takeuchi; Ralf R. Mueller; Mikko Vehkapera; Toshiyuki Tanaka

  IEEE TRANSACTIONS ON INFORMATION THEORY, Oct. 2013, Peer-reviewed

  
• Rate-Dependent Analysis of the Asymptotic Behavior of Channel Polarization

  S. Hamed Hassani; Ryuhei Mori; Toshiyuki Tanaka; Ruediger L. Urbanke

  IEEE TRANSACTIONS ON INFORMATION THEORY, Apr. 2013, Peer-reviewed

  
• A user's guide to compressed sensing for communications systems

  Kazunori Hayashi; Masaaki Nagahara; Toshiyuki Tanaka

  IEICE Transactions on Communications, Mar. 2013, Peer-reviewed

  
• Effects of Single-Cycle Structure on Iterative Decoding of Low-Density Parity-Check Codes

  Ryuhei Mori; Toshiyuki Tanaka; Kenta Kasai; Kohichi Sakaniwa

  IEEE TRANSACTIONS ON INFORMATION THEORY, Jan. 2013, Peer-reviewed

  
• Low-rank matrix reconstruction and clustering via approximate message passing

  Ryosuke MATSUSHITA; Toshiyuki TANAKA

  Advances in Neural Information Processing Systems, 2013, Peer-reviewed

  
• Statistical-mechanics analysis of Gaussian labeled-unlabeled classification problems

  Toshiyuki Tanaka

  ELC INTERNATIONAL MEETING ON INFERENCE, COMPUTATION, AND SPIN GLASSES (ICSG2013), 2013, Peer-reviewed, Invited

  
• Erratum: A typical reconstruction limit of compressed sensing based on L p-norm minimization (Journal of Statistical Mechanics: Theory and Experiment)

  Y. Kabashima; T. Wadayama; T. Tanaka

  Journal of Statistical Mechanics: Theory and Experiment, Jul. 2012, Peer-reviewed

  
• A Phenomenological Study on Threshold Improvement via Spatial Coupling

  Keigo Takeuchi; Toshiyuki Tanaka; Tsutomu Kawabata

  IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, May 2012, Peer-reviewed

  
• Large-System Analysis of Joint Channel and Data Estimation for MIMO DS-CDMA Systems

  Keigo Takeuchi; Mikko Vehkapera; Toshiyuki Tanaka; Ralf R. Muller

  IEEE TRANSACTIONS ON INFORMATION THEORY, Mar. 2012, Peer-reviewed

  
• Improving Classifier Performance Using Data with Different Taxonomies

  Tomoharu Iwata; Toshiyuki Tanaka; Takeshi Yamada; Naonori Ueda

  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, Nov. 2011, Peer-reviewed

  
• Optimization of sequences in CDMA systems: A statistical-mechanics approach

  Koichiro Kitagawa; Toshiyuki Tanaka

  COMPUTER NETWORKS, Apr. 2010, Peer-reviewed

  
• Performance analysis of optimal channel estimation and multiuser detection in a randomly-spread CDMA channel

  Keigo Takeuchi; Mikko Vehkapera; Toshiyuki Tanaka; Ralf R. Muller

  JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, Feb. 2010, Peer-reviewed

  
• Capacity and Modulations with Peak Power Constraint

  Shiro Ikeda; Kazunori Hayashi; Toshiyuki Tanaka

  CoRR, 2010

  
• A typical reconstruction limit for compressed sensing based on L-p-norm minimization

  Y. Kabashima; T. Wadayama; T. Tanaka

  JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, Sep. 2009, Peer-reviewed

  
• Performance of Polar Codes with the Construction using Density Evolution

  Ryuhei Mori; Toshiyuki Tanaka

  IEEE COMMUNICATIONS LETTERS, Jul. 2009, Peer-reviewed

  
• On Asymptotic Performance of Iterative Channel and Data Estimation in Large DS-CDMA Systems

  M. Vehkaperä; K. Takeuchi; R. R. Müller; T. Tanaka

  2nd Workshop on Physics-Inspired Paradigms in Wireless Communications and Networks (published in Proc. 7th Model. & Opt. Mob. Ad-Hoc Wireless Net.), Jun. 2009, Invited

  
• Analysis on Equilibrium Point of Expectation Propagation Using Information Geometry

  Hideyuki Matsui; Toshiyuki Tanaka

  ADVANCES IN NEURO-INFORMATION PROCESSING, PT II, 2009, Peer-reviewed

  
• A mean field theory of coded CDMA systems

  Toru Yano; Toshiyuki Tanaka; David Saad

  JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, Aug. 2008, Peer-reviewed

  
• Mean field theory of communication

  T. Tanaka; K. Nakamura

  EUROPEAN PHYSICAL JOURNAL B, Aug. 2008, Peer-reviewed

  
• Statistical-Mechanics Approach to Information and Communication : Things Brought About by "Many-ness"

  TANAKA Toshiyuki

  The Brain & Neural Networks, 05 Jun. 2008

  
• Effect of Quantization on CDMA Multiuser Detection

  NAKAMURA Kazutaka; TANAKA Toshiyuki

  The IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Japanese edition) A, 01 May 2008, Peer-reviewed

  
• Asymptotic analysis of general multiuser detectors in MIMO DS-CDMA channels

  Keigo Takeuchi; Toshiyuki Tanaka; Toru Yano

  IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, Apr. 2008, Peer-reviewed

  
• A Study of Joint Channel Parameter Estimation in Belief Propagation-Based CDMA Multiuser Detection

  YANO Toru; NAKAMURA Kazutaka; TANAKA Toshiyuki

  The IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Japanese edition) A, 01 Nov. 2007, Peer-reviewed

  
• Statistical-Mechanics-Based Analysis of a Random Vector Channel with a Hierarchical Structure

  K. Takeuchi; T. Tanaka

  Proc. International Workshop on Statistical-Mechanical Informatics 2007, Sep. 2007, Invited

  
• Spectral density of sparse sample covariance matrices

  Taro Nagao; Toshiyuki Tanaka

  JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, May 2007, Peer-reviewed

  
• Statistical mechanical study of code-division multiple-access multiuser detectors - Analysis of replica symmetric and one-step replica symmetry breaking solutions

  Mika Yoshida; Tatsuya Uezu; Toshiyuki Tanaka; Masato Okada

  JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, May 2007, Peer-reviewed

  
• Moment Problem in Replica Method

  Toshiyuki Tanaka

  Interdisciplinary information sciences, Mar. 2007, Peer-reviewed

  
• Statistical mechanical study of CDMA multiuser detectors — Analysis of RS and 1RSB solutions —

  Mika Yoshida; Tatsuya Uezu; Toshiyuki Tanaka; Masato Okada

  Journal of Physical Society of Japan, vol. 76, no. 5, 054003 (10p), 2007, 2007, Peer-reviewed

  
• Channel parameter estimation in the CDMA multiuser detection problem

  Toru Yano; Kazutaka Nakamura; Toshiyuki Tanaka; Satoshi Honda

  INSS 07: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON NETWORKED SENSING SYSTEMS, 2007, Peer-reviewed

  
• Approximate belief propagation, density evolution, and statistical neurodynamics for CDMA multiuser detection

  T Tanaka; M Okada

  IEEE TRANSACTIONS ON INFORMATION THEORY, Feb. 2005, Peer-reviewed

  
• Statistical mechanical analysis of CDMA multiuser detectors - AT stability and entropy of the RS solution, and 1RSB solution

  T Uezu; M Yoshida; T Tanaka; M Okada

  PROGRESS OF THEORETICAL PHYSICS SUPPLEMENT, 2005, Peer-reviewed

  
• Statistical physics of information processing in mobile communications

  T Tanaka

  PROGRESS OF THEORETICAL PHYSICS SUPPLEMENT, 2005, Peer-reviewed

  
• Linear CDMA detection algorithm based on statistical neurodynamics and belief propagation and the stability conditions

  A Shojiguchi; T Tanaka; M Okada

  PROGRESS OF THEORETICAL PHYSICS SUPPLEMENT, 2005, Peer-reviewed

  
• Information geometry for turbo decoding

  Shiro Ikeda; Toshiyuki Tanaka; Shun Ichi Amari

  Systems and Computers in Japan, Jan. 2005, Peer-reviewed

  
• Active control of circular noise source using discrete ring sources : A theoretical consideration

  AOKI Takuya; TANAKA Toshiyuki; TAKI Masao

  The Journal of the Acoustical Society of Japan, 01 Nov. 2004, Peer-reviewed

  
• Iterative multiuser joint decoding: Optimal power allocation and low-complexity implementation

  G Caire; RR Muller; T Tanaka

  IEEE TRANSACTIONS ON INFORMATION THEORY, Sep. 2004, Peer-reviewed

  
• Stochastic reasoning, free energy, and information geometry

  Shiro Ikeda; Toshiyuki Tanaka; Shun Ichi Amari

  Neural Computation, Sep. 2004, Peer-reviewed

  
• Information geometry of turbo and low-density parity-check codes

  Shiro Ikeda; Toshiyuki Tanaka; Shun Ichi Amari

  IEEE Transactions on Information Theory, Jun. 2004, Peer-reviewed

  
• Statistical learning in digital wireless communications

  T Tanaka

  ALGORITHMIC LEARNING THEORY, PROCEEDINGS, 2004, Peer-reviewed

  
• 並列干渉除去法によるマルチステージ検出器の性能改善

  水谷 智; 田中 利幸; 岡田 真人

  電子情報通信学会論文誌 A,J86-A/5, 661-671, 2004, Peer-reviewed

  
• Typical performance of regular low-density parity-check codes over general symmetric channels

  T Tanaka; D Saad

  JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, Oct. 2003, Peer-reviewed

  
• Active control of fan noise in a free field based on the spherical harmonic expansion

  AOKI Takuya; MORISHITA Tatsuya; TANAKA Toshiyuki; TAKI Masao

  The Journal of the Acoustical Society of Japan, 01 Jul. 2003, Peer-reviewed

  
• Detection of vanishing point sequence with temporal fluctuation

  Akihiro Minagawa; Yukihiko Kobayashi; Norio Tagawa; Toshiyuki Tanaka

  Systems and Computers in Japan, Feb. 2003, Peer-reviewed

  
• A statistical-mechanical analysis of coded CDMA with regular LDPC codes

  T Tanaka; D Saad

  2003 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY - PROCEEDINGS, 2003, Peer-reviewed

  
• A statistical-mechanics approach to large-system analysis of CDMA multiuser detectors

  T Tanaka

  IEEE TRANSACTIONS ON INFORMATION THEORY, Nov. 2002, Peer-reviewed

  
• THE BEHAVIOR OF SAME EDGE RATIO IN A SMALL AREA : A method to analyze land use agglomeration using grid data Part III

  YOSHIKAWA Tohru; TANAKA Toshiyuki

  Journal of Architecture and Planning (Transactions of AIJ), 30 Jun. 2002, Peer-reviewed

  
• SMEM algorithm is not fully compatible with maximum-likelihood framework

  A Minagawa; N Tagawa; T Tanaka

  NEURAL COMPUTATION, Jun. 2002, Peer-reviewed

  
• Detection of Vanishing Point Sequence with Temporal Fluctuation

  MINAGAWA Akihiro; KOBAYASHI Yukihiko; TAGAWA Norio; TANAKA Toshiyuki

  The Transactions of the Institute of Electronics,Information and Communication Engineers., 01 Jan. 2002, Peer-reviewed

  
• ターボ復号の情報幾何

  池田 思朗; 田中 利幸; 甘利 俊一

  電子情報通信学会論文誌,J85-D-II/5, 758-765, 2002, Peer-reviewed

  
• Information-geometrical significance of sparsity in gallager codes

  Toshiyuki Tanaka; Shiro Ikeda; Shun Ichi Amari

  Advances in Neural Information Processing Systems, 2002, Peer-reviewed

  
• Information geometrical framework for analyzing belief propagation decoder

  Shiro Ikeda; Toshiyuki Tanaka; Shun Ichi Amari

  Advances in Neural Information Processing Systems, 2002, Peer-reviewed

  
• Statistical mechanics of CDMA multiuser demodulation

  T Tanaka

  EUROPHYSICS LETTERS, May 2001, Peer-reviewed

  
• Application of two-parameter dynamical replica theory to retrieval dynamics of associative memory with non-monotonic neurons

  T Tanaka; S Kakiya; M Okada

  JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, Apr. 2001, Peer-reviewed

  
• Active noise control system in a duct with partial feedback canceller

  T Aoki; T Morishita; T Tanaka; M Taki

  IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, Feb. 2001, Peer-reviewed

  
• FDTD analysis of microwave hearing effect

  Y Watanabe; T Tanaka; M Taki; S Watanabe

  IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, Nov. 2000, Peer-reviewed

  
• MInformation geometry of mean-field approximation

  T Tanaka

  NEURAL COMPUTATION, Aug. 2000, Peer-reviewed

  
• Analysis of induced currents in a rat exposed to 50 Hz linearly and circularly polarized magnetic fields

  K Wake; T Tanaka; M Taki

  BIOELECTROMAGNETICS, Jul. 2000, Peer-reviewed

  
• Mean-Field Approximation for Multilayer Feedforward Stochastic Networks

  TANAKA Toshiyuki

  The Transactions of the Institute of Electronics,Information and Communication Engineers., 25 Dec. 1999, Peer-reviewed

  
• Theoretical study of mean-field Boltzmann machine learning by information geometry

  T Arai; T Tanaka; Y Fujimori

  ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, Aug. 1999

  
• Numerical simulation of adaptive active noise control system in a duct using FDTD method

  T Morishita; T Aoki; T Tanaka; M Taki

  INTER-NOISE 99: PROCEEDINGS OF THE 1999 INTERNATIONAL CONGRESS ON NOISE CONTROL ENGINEERING, VOLS 1-3, 1999, Peer-reviewed

  
• Active noise control system in a duct with reflection at both terminals

  T Aoki; T Morishita; T Tanaka; M Taki

  INTER-NOISE 99: PROCEEDINGS OF THE 1999 INTERNATIONAL CONGRESS ON NOISE CONTROL ENGINEERING, VOLS 1-3, 1999, Peer-reviewed

  
• Estimation of 3-D Shape and Motion from Optical Flow Based on Depth Model

  TAGAWA Norio; TORIU Takashi; ENDOH Toshio; TANAKA Toshiyuki; MORIYA Tadashi

  The Transactions of the Institute of Electronics,Information and Communication Engineers., 25 Aug. 1998, Peer-reviewed

  
• Mean-field theory of Boltzmann machine learning

  T Tanaka

  PHYSICAL REVIEW E, Aug. 1998, Peer-reviewed

  
• Induced current density distribution in a human related to magnetophosphenes

  WAKE Kanako; TANAKA Toshiyuki; KAWASUMI Masashi; TAKI Masao

  The Transactions of the Institute of Electrical Engineers of Japan. A, 01 Jul. 1998, Peer-reviewed

  
• On the macroscopic description of recurrent neural network dynamics

  T Tanaka; S Osawa

  JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, May 1998, Peer-reviewed

  
• Theoretical Study of Mean-Field Boltzmann Machine Learning by Information Geometry

  ARAI Toshiyuki; TANAKA Toshiyuki; FUJIMORI Yoritaka

  The Transactions of the Institute of Electronics,Information and Communication Engineers. A, 25 Mar. 1998, Peer-reviewed

  
• Analysis of positive Lyapunov exponents from random time series

  T. Tanaka; K. Aihara; M. Taki

  Physica D: Nonlinear Phenomena, 01 Jan. 1998, Peer-reviewed

  
• Examination of mean field approximation based on linear response theorem for Boltzmann machine learning

  T Kuroki; T Tanaka; M Taki

  ICONIP'98: THE FIFTH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING JOINTLY WITH JNNS'98: THE 1998 ANNUAL CONFERENCE OF THE JAPANESE NEURAL NETWORK SOCIETY - PROCEEDINGS, VOLS 1-3, 1998, Peer-reviewed

  
• Learning time of linear associative memory

  T Tanaka; H Kuriyama; Y Ochiai; M Taki

  IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, Jun. 1997, Peer-reviewed

  
• Fundamental Study of MW Effect on Membrane Permeabiligy

  WAKE Kanako; TANAKA Toshiyuki; TAKI Masao

  The Transactions of the Institute of Electronics,Information and Communication Engineers. B-(0xF9C2), 25 Oct. 1996, Peer-reviewed

  
• Improvement of the performance of a tight-coupled ANC system in a duct using an optimized compensator in the feedback path

  MORISHITA Tatsuya; TANAKA Toshiyuki; TAKI Masao; MORI Takuji

  The Journal of the Acoustical Society of Japan, 01 Jul. 1996, Peer-reviewed

  
• Information geometry of mean field theory

  T. Tanaka

  IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, May 1996, Peer-reviewed

  
• Adaptive active noise control in a duct using two reference sensors in consideration of the reflection at the outlet termination

  TSUKUDA Masanobu; TANAKA Toshiyuki; TAKI Masao

  The Journal of the Acoustical Society of Japan, 01 Feb. 1996, Peer-reviewed

  
• Lyapunov exponents of random time series

  Toshiyuki Tanaka; Kazuyuki Aihara; Masao Taki

  Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics, 1996, Peer-reviewed

  
• A method of stabilization of tight-coupled active noise control system in a duct

  MORISHITA Tatsuya; FUKUSHIMA Minoru; TANAKA Toshiyuki; TAKI Masao; MORI Takuji

  The Journal of the Acoustical Society of Japan, 01 Dec. 1995, Peer-reviewed

  
• Active control of noise including higher-order mode components in a duct based on modal decomposition and modal generation

  MORISHITA Tatsuya; YAMAGUCHI Chiaki; TANAKA Toshiyuki; TAKI Masao; MORI Takuji

  The Journal of the Acoustical Society of Japan, 01 Apr. 1995, Peer-reviewed

  
• ON EVALUATION OF REFERENCE VECTOR DENSITY FOR SELF-ORGANIZING FEATURE MAP

  T TANAKA

  IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, Apr. 1994, Peer-reviewed

  
• How to tune drums? -Perturbation analysis of vibration modes of circular membrane

  Toshiyuki TANAKA

  Memoirs of Faculty of Engineering Tokyo Metropolitan University,/44,101, 1994

  
• 手術室におけるモニタ-の操作性 (共著)

  田中 利幸

  臨床モニター,4/1, 57-64, 1993, Peer-reviewed

  
• Quantitative Properties of Kohonen's Self-Organizing Maps as Adaptive Vector Quantizers

  TANAKA Toshiyuki; SAITO Masao

  The Transactions of the Institute of Electronics,Information and Communication Engineers., 25 Jun. 1992, Peer-reviewed

  

Misc.

• Throughput Equalization for CSMA-based Wireless Networks using Mean-Field Hard-Core Model (情報ネットワーク)

  劉 一言; 田中 利幸; PRABH K. Shashi

  電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 03 Mar. 2016

  
• Quality Improvement of SPECT Images via Random Coded Aperture and Compressed Sensing

  SEGAWA Takenori; TANAKA Toshiyuki

  IEICE technical report., 02 Mar. 2015

  
• Visualization of Lenticulostriate Artery by MR Angiography : Sparse Sampling Rates and Compressed Sensing Reconstruction

  Okada Tomohisa; Fujimoto Koji; Yamamoto Akira; Fushimi Yasutaka; Sano Kei; Tanaka Toshiyuki; Togashi Kaori

  IEICE technical report., 23 Feb. 2015

  
• 7pAR-10 Reconstruction algorithm of compressed sensing by partial parallel interference cancellation

  Takeda Koujin; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 22 Aug. 2014

  
• Consideration of Correlation between Users' Evaluating Values and Their Dropouts in Missing Value Prediction

  NISHIMURA Kenta; TANAKA Toshiyuki

  電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 06 Mar. 2014

  
• D-12-13 Image Annotation by Considering Word-to-Word Correlations via Boltzmann Machine

  Uedo Yuta; Tanaka Toshiyuki

  Proceedings of the IEICE General Conference, 05 Mar. 2013

  
• 27aAG-6 Variational Approximation of Domain restricted Boltzmann Machine for Multi-label Classification

  Nishimura Kenta; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 05 Mar. 2012

  
• 27aAG-12 Critical compression ratio of iterative reweighted l_1 minimization for compressed sensing

  Matsushita Ryosuke; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 05 Mar. 2012

  
• Robustness in statistical learning

  TANAKA Toshiyuki

  Systems, control and information, 15 Apr. 2011

  
• Correlated clustering model with hierarchical Dirichlet process

  BAMBA Syunsuke; TANAKA Toshiyuki

  IEICE technical report, 02 Mar. 2010

  
• 25pRJ-12 Analysis of optimal spreading sequences in CDMA channels

  Kitagawa Kouichiro; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 29 Feb. 2008

  
• EXIT analysis of iterative algorithm for CDMA multiuser detection problem

  IKEHARA Takashi; TANAKA Toshiyuki

  IEICE technical report, 11 Dec. 2007

  
• 20pWD-10 Perfect Generalization in CDMA Multiuser Detection

  Nakamura Kazutaka; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 28 Feb. 2007

  
• 26aXD-4 General analysis of BP-based CDMA multiuser detector

  Ikehara Takashi; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 18 Aug. 2006

  
• 30pUA-5 Statistical-mechanical analysis of the performance of CDMA multi-user demodulators in which both the data symbols and amplitudes are simultaneously estimated

  Inoue Jun-ichi; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 04 Mar. 2006

  
• Analysis on induced electric field within eccentric multilayered sphere assuming membrane structure around organs

  NARITA Takao; SUZUKI Yukihisa; TANAKA Toshiyuki; TAKI Masao

  電気学会研究会資料. EMC, 電磁環境研究会, 21 Apr. 2004

  
• B-4-2 Fundamental Study for Development, of Exposure System for Combined Static and ELF Magnetic Fields

  Nagai Tetsuya; Suzuki Yukihisa; Tanaka Toshiyuki; Ikehata Masateru; Taki Masao

  Proceedings of the IEICE General Conference, 08 Mar. 2004

  
• A study on transparent source in FDTD simulations

  Seto Koichi; Tanaka Toshiyuki; Suzuki Yukihisa; Taki Masao

  Proceedings of the Society Conference of IEICE, 10 Sep. 2003

  
• On the Capacity of Bidirectional Associative Memory

  Tanaka Toshiyuki; Kabashima Yoshiyuki

  Proceedings of the IEICE General Conference, 07 Mar. 2000

  
• Numerical analysis of Microwave Hearing Effect in Rat

  Watanabe Yoshiaki; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 07 Mar. 2000

  
• Mean-field approximation from information-geometrical point of view

  TANAKA Toshiyuki

  自律分散システム・シンポジウム資料 = SICE Symposium on Decentralized Autonomous Systems, 21 Jan. 2000

  
• Experimental study of generalization ability of learning machine from examples

  Yumoto Hiroshi; Tanaka Toshiyuki; Taki Masao

  Proceedings of the Society Conference of IEICE, 16 Aug. 1999

  
• Examination of Effectiveness of Higher-Order Mean Field Boltzmann Machine Learning Based on Linear Response Theorem

  Kuroki Takashi; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 08 Mar. 1999

  
• Information geometrical theory of mean field approximation

  TANAKA Toshiyuki

  IEICE technical report. Neurocomputing, 19 Mar. 1998

  
• Theoretical study on dynamics of autoassociative memory with nonmonotonic neurons

  KAKIYA Shinsuke; TANAKA Toshiyuki; OKADA Masato

  Proceedings of the IEICE General Conference, 06 Mar. 1998

  
• A Study on the Worst Case Model for MW Exposure by a Cellular Phone

  Hamada Tetsuya; Watanabe So-ichi; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 1997

  
• The Dependence of Spatial Peak SAR on the Auricle of the Head Model for MW Exposure by a Cellular Phone

  Hamada Tetsuya; Watanabe So-ichi; Tanaka Toshiyuki; Taki Masao

  Proceedings of the Society Conference of IEICE, 1997

  
• Study of Retrieval Process of Temporal Sequences in Autocorrelation Associative Memory with Forgetting

  Mizushima Yoshihiro; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 1997

  
• Experimental Study on Learning Time of Associative Memories

  Ochiai Yoshiko; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 11 Mar. 1996

  
• Fundamental Study of MW Effect on Membrane Permeability

  Wake Kanako; Tanaka Toshiyuki; Taki Masao

  Proceedings of the Society Conference of IEICE, 05 Sep. 1995

  
• MW Exposure on Small Animals by a Waveguide Applicator

  Muraoka Tadayoshi; Watanabe So-ichi; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 27 Mar. 1995

  
• Effects of the Body on the SAR Distribution in the Head of a Human Model Exposed to the Near Field of a Small Radiation Source and to the Far Field of the Source

  Watanabe So-ichi; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 27 Mar. 1995

  
• 磁気閃光現象の基礎的な解析

  堤 裕之; 田中 利幸; 渡邊 聡一; 多氣 昌生

  電気学会研究会資料. IM, 計測研究会, 19 Jan. 1995

  
• Effect of Receptive-Field Size on Emergence of MST Neurons

  Hioki Keisuke; Tanaka Toshiyuki; Taki Masao

  電子情報通信学会秋季大会講演論文集, 26 Sep. 1994

  
• Improvement of Reproducibility of Output Waveform in Non- Autonomous System Identification

  Kawakami Tomonori; Tanaka Toshiyuki; Taki Masao

  IEICE technical report. Nonlinear problems, 28 Jan. 1994

  
• Numerical Analysis of Induced Current Density during Magnetic Field Exposure Associated with Magnetophosphene

  WAKE Kanako; TANAKA Toshiyuki; TAKI Masao; KAWASUMI Masashi

  電気学会研究会資料. MAG, マグネティックス研究会, 21 Oct. 1996

  
• Analysis of Information Transmission Capability of Random Linear Vector Channel

  TANAKA Toshiyuki

  情報理論とその応用シンポジウム予稿集 = The proceedings of the Symposium on Information Theory and Its Applications, 28 Nov. 2006

  
• Replica analysis of the spectral efficiency of multiuser MIMO-CDMA systems

  TAKEUCHI Keigo; TANAKA Toshiyuki

  情報理論とその応用シンポジウム予稿集 = The proceedings of the Symposium on Information Theory and Its Applications, 28 Nov. 2006

  
• A Study of Online Channel Parameter Estimation Methods in a Belief Propagation-Based CDMA Multiuser Detection Algorithm

  YANO Toru; NAKAMURA Kazutaka; TANAKA Toshiyuki

  情報理論とその応用シンポジウム予稿集 = The proceedings of the Symposium on Information Theory and Its Applications, 28 Nov. 2006

  
• Numerical simulation of acoustic characteristics of porous material by finite difference time domain method

  MORISHITA T.; AOKI T.; TANAKA T.; TAKI M.

  日本音響学会研究発表会講演論文集, 18 Mar. 2002

  
• An analysis of the acoustic field produced by a point three phase source.

  AOKI Takuya; MORISHITA Tatsuya; TANAKA Toshiyuki; TAKI Masao

  日本音響学会研究発表会講演論文集, 01 Oct. 2001

  
• 22pVC-14 Limiting eigenvalue distribution of sparse random matrix with fixed weight

  Fukumoto Tomoya; Yamanaka Masao; Kabashima Yoshiyuki; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 25 Aug. 2008

  
• 22pVC-5 Channel Estimation and Multiuser Detection in CDMA Channels via Statistical Mechanics

  Takeuchi Keigo; Vehkapera Mikko; Tanaka Toshiyuki; Muller Ralf R.

  Meeting abstracts of the Physical Society of Japan, 25 Aug. 2008

  
• Statistical-Mechanics-Based Approach to Joint Channel Estimation and Multiuser Detection in DS-CDMA Channels

  TAKEUCHI Keigo; VEHKAPERA Mikko; TANAKA Toshiyuki; MULLER Ralf R.

  IEICE technical report, 18 Jul. 2008

  
• Applying active noise control system to a duct, with reflection at both terminals(No. 2).

  AOKI Takuya; MORISHITA Tatsuya; TANAKA Toshiyuki; TAKI Masao

  日本音響学会研究発表会講演論文集, 01 Mar. 1999

  
• Numerical Simulation of ANC system in a duct using FDTD Method.

  MORISHITA T.; AOKI T.; TANAKA T.; TAKI M.

  日本音響学会研究発表会講演論文集, 01 Mar. 1999

  
• A study on stability estimation of the hands-free phone system

  MORISHITA T.; FUKUSHIMA M.; TAKEYAMA H.; TANAKA T.; TAKI M.

  日本音響学会研究発表会講演論文集, 01 Mar. 1998

  
• An analysis of the acoustic field produced by a three-phase source

  AOKI Takuya; MORISHITA Tatsuya; TANAKA Toshiyuki; TAKI Masao

  日本音響学会研究発表会講演論文集, 18 Mar. 2002

  
• 31a-XC-13 Statistical formulation of mean-fleled approximation for feedforward networks

  Tanaka T.

  Meeting abstracts of the Physical Society of Japan, 15 Mar. 1999

  
• 24aYB-2 A Statistical Mechanical Analysis of CDMA Multiuser Detectors : Monte Carlo simulation

  Yoshida M.; Uezu T.; Tanaka T.; Okada M.

  Meeting abstracts of the Physical Society of Japan, 04 Mar. 2005

  
• 14pTD-8 Local field distribution in CDMA parallel interference cancellation

  Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 25 Aug. 2004

  
• 14pTD-7 A Statistical Mechanical Analysis of CDMA Multiuser Detectors : 1RSB solution -II

  Yoshida M; Uezu T; Tanaka T; Okada M

  Meeting abstracts of the Physical Society of Japan, 25 Aug. 2004

  
• Performance Analysis of CDMA Multiuser Detection over Colored Gaussian Noise Channel

  Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 2003

  
• A-5-28 ANALYSIS OF CDMA COMMUNICATION OVER COLORED GAUSSIAN CHANNEL

  Tanaka Toshiyuki

  Proceedings of the IEICE General Conference, 07 Mar. 2005

  
• 30aWB-5 Statistical neurodynamics of CDMA parallel interference cancellation based on partial interference cancellation

  Tanaka Toshiyuki; Mizutani Akira; Okada Masato

  Meeting abstracts of the Physical Society of Japan, 03 Mar. 2004

  
• 30aWB-2 A Statistical Mechanical Analysis of CDMA Multiuser Detectors : 1RSB solution

  Yoshida M.; Uezu T.; Tanaka T.; OKada M.

  Meeting abstracts of the Physical Society of Japan, 03 Mar. 2004

  
• 30aWB-1 Effects of the Onsager term in the linear parallel interference canceller for CDMA

  Shojiguchi A.; Tanaka T.; Mizutani A.; Mizuno T.; Okada M.

  Meeting abstracts of the Physical Society of Japan, 03 Mar. 2004

  
• CDMA and statistical mechanics

  Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 09 Mar. 2001

  
• Mean-field approximation and information geometry

  Tanaka T.

  Meeting abstracts of the Physical Society of Japan, 10 Mar. 2000

  
• Estimation of higher-order correlations in mean-field approximation

  TANAKA T.

  Meeting abstracts of the Physical Society of Japan, 05 Sep. 1998

  
• 27pU-2 Mean-field approximation for layered feedforward networks

  TANAKA Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 1999

  
• Information Geometry of Turbo Code And Gallager Code

  IKEDA Shiro; TANAKA Toshiyuki; AMARI Shun-ichi

  IEICE technical report. Information theory, 20 Jul. 2001

  
• Analysis of induced current density by linearly and circularly polarized magnetic fields

  WAKE Kanako; TANAKA Toshiyuki; TAKI Masao

  IEICE technical report. Electromagnetic compatibility, 21 Sep. 1998

  
• Improvement of Multistage Detector with Partial Interference Cancellation

  Mizutani Akira; Tanaka Toshiyuki; Okada Masato

  Proceedings of the IEICE General Conference, 03 Mar. 2003

  
• Statistical Mechanics and Information Processing

  KABASHIMA Yoshiyuki; TANAKA Toshiyuki

  The Journal of the Institute of Electronics,Information and Communication Engineers, 25 Aug. 2000

  
• Information geometry of mean-field approximation for feedforward networks

  TANAKA Toshiyuki

  IEICE technical report. Neurocomputing, 14 Mar. 2000

  
• Analyses of superretrieval states of autoassociative memories with nonmonotonic neurons by Coolen-Sherrington theory

  KAKIYA Shinsuke; TANAKA Toshiyuki; OKADA Masato; TAKI Masao

  IEICE technical report. Neurocomputing, 03 Feb. 2000

  
• Mean-field approximation and maximum likelihood estimation

  TANAKA Toshiyuki

  IEICE technical report. Neurocomputing, 19 Mar. 1999

  
• Applying Coolen-Sherrington theory to autoassociative memories with nonmonotonic neurons

  KAKIYA Shinsuke; TANAKA Toshiyuki; OKADA Masato; TAKI Masao

  IEICE technical report. Neurocomputing, 20 Mar. 1998

  
• 1. Introduction : New Research Paradigm of Probabilistic Inference and Statistical Learning(Secret Arts for Handling Probabilities : A Classic Yet New Research Paradigm on Probabilistic/Statistical Models)

  TANAKA Kazuyuki; KABASHIMA Yoshiyuki; TANAKA Toshiyuki

  The Journal of the Institute of Electronics, Information, and Communication Engineers, 2005

  
• Approximate Theory for Dynamics of DS-CDMA Multistage Detector

  MIZUTANI Akira; TANAKA Toshiyuki; OKADA Masato

  Technical report of IEICE. SST, 20 Dec. 2002

  
• Density evolution for multistage CDMA multiuser detector

  TANAKA Toshiyuki; MIZUTANI Akira; OKADA Masato

  IEICE technical report. Neurocomputing, 12 Mar. 2002

  
• Return distribution estimation with dynamic programming

  MORIMURA Tetsuro; SUGIYAMA Masashi; KASHIMA Hisashi; HACHIYA Hirotaka; TANAKA Toshiyuki

  IEICE technical report, 28 Oct. 2010

  
• Compressed Sensing-Basic principles and applications

  TANAKA Toshiyuki

  IEICE technical report, 30 Sep. 2010

  
• Channel polarization and polar codes

  TANAKA Toshiyuki

  IEICE technical report, 24 Nov. 2009

  
• 25aQL-13 Statistical mechanics of l_1 reconstruction

  Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 18 Aug. 2009

  
• Statistical-mechanical approach to performance evaluation of CDMA communications

  TANAKA Toshiyuki

  IEICE technical report. Information theory, 14 Dec. 2004

  
• Information Geometrical Framework to Analyze Belief Propagation Algorithm

  池田 思朗; 田中 利幸; 甘利 俊一

  統計数理 = Proceedings of the Institute of Statistical Mathematics, Dec. 2004

  
• Interesting Link between Mobile Telecommunication and Spin Glasses

  Tanaka Toshiyuki

  日本物理學會誌, 05 Sep. 2001

  
• Improvement of C-COM absorbing boundary condition

  Watanabe Yoshiaki; Tanaka Toshiyuki; Taki Masao

  Proceedings of the Society Conference of IEICE, 07 Sep. 2000

  
• Analysis of Neural-Network-Based CDMA Multiuser Demodulators

  Tanaka Toshiyuki

  Proceedings of the Society Conference of IEICE, 07 Sep. 2000

  
• 21aTL-2 Dualistic Structure Between Integrated R-Transform and Shannon Transform in Random Matrix Theory

  Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 21 Aug. 2007

  
• A-5-23 Analytical evaluation of performance of multiuser detection for QPSK-modulated CDMA

  Tanaka Toshiyuki

  Proceedings of the IEICE General Conference, 08 Mar. 2004

  
• A-5-16 Improving the performance of the linear parallel interference canceller for CDMA with a method of statistical neurodynamics

  Shojiguchi Akira; Tanaka Toshiyuki; Mizutani Akira; Mizuno Takumi; Okada Masato

  Proceedings of the IEICE General Conference, 08 Mar. 2004

  
• B-4-16 Numerical analysis of Microwave Hearing Effect

  Watanabe Yoshiaki; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 08 Mar. 1999

  
• Examination of Effectiveness of Mean Field AAProximation Based on Linear Response Theorem for Boltzmann Machine Learning

  Kuroki Takashi; Tanaka Toshiyuki; Taki Masao

  Proceedings of the Society Conference of IEICE, 07 Sep. 1998

  
• Describing dynamics of autoassociative memory toward super-retrieval state by CS theory

  Kakiya Shinsuke; Tanaka Toshiyuki; Okada Masato; Taki Masao

  Proceedings of the Society Conference of IEICE, 07 Sep. 1998

  
• Analysis of Induced Current Density at the Retina Associated with Magnetophosphenes

  Wake Kanako; Tanaka Toshiyuki; Taki Masao; Kawasumi Masashi

  Proceedings of the IEICE General Conference, 06 Mar. 1997

  
• Fundamental Study on Learning Time in Linear Associative Networks

  Kuriyama Hideki; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 27 Mar. 1995

  
• Fundamental Study on Sound Localization in Depth

  Kurose Sarhiyo; Tanaka Toshiyuki; Taki Masao

  Proceedings of the IEICE General Conference, 27 Mar. 1995

  
• A-5-10 MIMO DS-CDMAにおける通信路推定とマルチユーザ検出の統計力学的検討(A-5.ワイドバンドシステム,一般セッション)

  竹内 啓悟; Vehkapera Mikko; 田中 利幸; Muller Ralf R.

  電子情報通信学会ソサイエティ大会講演論文集, 02 Sep. 2008

  
• 26aXD-1 Basic Consideration on Analyticity of Replica Free Energies

  Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 18 Aug. 2006

  
• TOF-MRA image reconstruction by compressed sensing technique : comparison of three different regularization techniques

  Yamamoto Akira; Fujimoto Koji; Fushimi Yasutaka; Okada Tomohisa; Sano Kei; Tanaka Toshiyuki; Togashi Kaori

  IEICE technical report., 02 Mar. 2015

  
• 26aXD-3 A Comparison of Channel Parameter Estimation Algorithms in CDMA Multiuser Detection

  Yano T.; Nakamura K.; Tanaka T.

  Meeting abstracts of the Physical Society of Japan, 18 Aug. 2006

  
• 30pUA-4 Conditions for Decoupling Principle to Hold in CDMA Systems

  Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 04 Mar. 2006

  
• 25pRJ-9 Statistical Mechanical Analysis of Sparsely-Spread CDMA multiuser detector

  Yoshida Mika; Tanaka Toshiyuki; Uezu Tatsuya

  Meeting abstracts of the Physical Society of Japan, 29 Feb. 2008

  
• 25pRJ-11 Statistical-mechanics-based analysis for intersymbol-interference channels

  Takeuchi Keigo; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 29 Feb. 2008

  
• 20pWD-9 Hierarchical mean field theory in a MIMO-CDMA channel

  Takeuchi Keigo; Tanaka Toshiyuki

  Meeting abstracts of the Physical Society of Japan, 28 Feb. 2007

  
• [ガウス賞業績紹介] ドノホ

  田中利幸

  数学セミナー, Jan. 2019, Invited, Lead author

  
• Sparse Modeling and Medical Magnetic Resonance Imaging(Sparse Modeling:A New Trend in Information Processing)

  Fujimoto Koji; Tanaka Toshiyuki

  Bulletin of the Japan Society for Industrial and Applied Mathematics, 2015

  
• Compressed sensing : A paradigm of information processing based on sparsity

  TANAKA Toshiyuki

  IEICE technical report. Information theory, 09 Dec. 2014

  
• Channel capacity and achievable rates of peak power limited AWGNC, and their applications to adaptive modulation and coding

  Shiro Ikeda; Kazunori Hayashi; Toshiyuki Tanaka

  Proceedings of 2014 International Symposium on Information Theory and Its Applications, ISITA 2014, 08 Dec. 2014, Peer-reviewed

  
• Nonlinear Regression Using Deep Learning

  UCHIYAMA Wataru; TANAKA Toshiyuki

  電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 17 Nov. 2014

  
• Application of partial parallel interference cancellation to sparse signal recovery

  TAKEDA Koujin; TANAKA Toshiyuki

  電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 17 Nov. 2014

  
• Efficient Method for Computing Belief Propagation, with Application to CDMA Multiuser Detection

  KURIYA Arise; TANAKA Toshiyuki

  電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 17 Nov. 2014

  
• AT-2-3 Landscape spread out just before the infinite-codelength limit N→∞ : Asymptotic analysis of low-density parity-check codes and polar codes

  TANAKA Toshiyuki

  Proceedings of the Society Conference of IEICE, 09 Sep. 2014

  
• ピーク電力制約下の達成可能レートとその適応変調符号化への応用

  林和則; 池田思朗; 田中利幸

  信学技報 CQ2014-54, Sep. 2014, Invited

  
• Blind Separation of Sparse and Smooth Signals via Approximate Message Passing Algorithm

  YOKOYAMA Shigeki; TANAKA Toshiyuki

  電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 06 Mar. 2014

  
• Simultaneous estimation of rating and character by a stochastic model of winning percentage

  NAKAMOTO Yoshiyuki; TANAKA Toshiyuki

  電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 06 Mar. 2014

  
• To average or not to average: Trade-off in compressed sensing with noisy measurements

  Kei Sano; Ryosuke Matsushita; Toshiyuki Tanaka

  2014 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2014, Peer-reviewed

  
• Statistical-mechanics analysis of Gaussian labeled-unlabeled classification problems

  Toshiyuki Tanaka

  Journal of Physics: Conference Series, 2013, Peer-reviewed

  
• Central Approximation in Statistical Physics and Information Theory

  Ryuhei Mori; Toshiyuki Tanaka

  2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2012, Peer-reviewed

  
• Improving Classifier Performance Using Data with Different Taxonomies

  Tomoharu Iwata; Toshiyuki Tanaka; Takeshi Yamada; Naonori Ueda

  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, Nov. 2011, Peer-reviewed

  
• Critical Compression Ratio of Iterative Reweighted l(1) Minimization for Compressed Sensing

  Ryosuke Matsushita; Toshiyuki Tanaka

  2011 IEEE INFORMATION THEORY WORKSHOP (ITW), 2011, Peer-reviewed

  
• Improvement of BP-Based CDMA Multiuser Detection by Spatial Coupling

  Keigo Takeuchi; Toshiyuki Tanaka; Tsutomu Kawabata

  2011 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2011, Peer-reviewed

  
• Average Error Exponent of Undetected Error Probability of Binary Matrix Ensembles

  Kazushi Mimura; Tadashi Wadayama; Toshiyuki Tanaka; Yoshiyuki Kabashima

  2011 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2011, Peer-reviewed

  
• 最大出力制約下での通信路容量と変調方式

  池田思朗; 林 和則; 田中利幸

  第33回情報理論とその応用シンポジウム, Nov. 2010

  
• Parametric return density estimation for Reinforcement Learning

  Tetsuro Morimura; Masashi Sugiyama; Hisashi Kashima; Hirotaka Hachiya; Toshiyuki Tanaka

  Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence, UAI 2010, 2010, Peer-reviewed

  
• Nonparametric return distribution approximation for reinforcement learning

  Tetsuro Morimurat; Masashi Sugiyama; Hisashi Kashima; Hirotaka Hachiya; Toshiyuki Tanaka

  ICML 2010 - Proceedings, 27th International Conference on Machine Learning, 2010, Peer-reviewed

  
• An achievable rate of large block-fading MIMO systems with no CSI via successive decoding

  Keigo Takeuchi; Ralf R. Müller; Mikko Vehkaperä; Toshiyuki Tanaka

  ISITA/ISSSTA 2010 - 2010 International Symposium on Information Theory and Its Applications, 2010, Peer-reviewed

  
• Properties of a certain stochastic dynamical system, channel polarization, and polar codes

  Toshiyuki Tanaka

  INTERNATIONAL WORKSHOP ON STATISTICAL-MECHANICAL INFORMATICS 2010 (IW-SMI 2010), 2010, Peer-reviewed

  
• Iterative channel estimation, detection, and decoding in large CDMA systems

  Mikko Vehkaperä; Keigo Takeuchi; Ralf R. Müller; Toshiyuki Tanaka

  6th International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2010, 2010, Peer-reviewed

  
• Analysis of Large MIMO DS-CDMA Systems With Imperfect CSI And Spatial Correlation

  Mikko Vehkapera; Keigo Takeuchi; Ralf R. Muller; Toshiyuki Tanaka

  2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, Peer-reviewed

  
• On speed of channel polarization

  Toshiyuki Tanaka

  2010 IEEE Information Theory Workshop, ITW 2010 - Proceedings, 2010, Peer-reviewed

  
• Statistical Mechanical Analysis of a Typical Reconstruction Limit of Compressed Sensing

  Yoshiyuki Kabashima; Tadashi Wadayama; Toshiyuki Tanaka

  2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, Peer-reviewed

  
• Optimal incorporation of sparsity information by weighted l(1) optimization

  Toshiyuki Tanaka; Jack Raymond

  2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, Peer-reviewed

  
• Non-Binary Polar Codes using Reed-Solomon Codes and Algebraic Geometry Codes

  Ryuhei Mori; Toshiyuki Tanaka

  2010 IEEE INFORMATION THEORY WORKSHOP (ITW), 2010, Peer-reviewed

  
• Channel Polarization on q-ary Discrete Memoryless Channels by Arbitrary Kernels

  Ryuhei Mori; Toshiyuki Tanaka

  2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, Peer-reviewed

  
• Refined Rate of Channel Polarization

  Toshiyuki Tanaka; Ryuhei Mori

  2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, Peer-reviewed

  
• How Much Training is Needed for Iterative Multiuser Detection and Decoding?

  Mikko Vehkapera; Keigo Takeuchi; Ralf R. Muller; Toshiyuki Tanaka

  GLOBECOM 2009 - 2009 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-8, 2009, Peer-reviewed

  
• A New Signaling Scheme for Large DS-CDMA Channels without CSI

  Keigo Takeuchi; Ralf R. Muller; Mikko Vehkapera; Toshiyuki Tanaka

  2009 7TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS, 2009, Peer-reviewed

  
• Finite-Length Analysis of Irregular Expurgated LDPC Codes under Finite Number of Iterations

  Ryuhei Mori; Toshiyuki Tanaka; Kenta Kasai; Kohichi Sakaniwa

  2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 2009, Peer-reviewed

  
• Mutual Information Approximation via Maximum Likelihood Estimation of Density Ratio

  Taiji Suzuki; Masashi Sugiyama; Toshiyuki Tanaka

  2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 2009, Peer-reviewed

  
• Practical Signaling with Vanishing Pilot-Energy for Large Noncoherent Block-Fading MIMO Channels

  Keigo Takeuchi; Ralf R. Muller; Mikko Vehkapera; Toshiyuki Tanaka

  2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 2009, Peer-reviewed

  
• Iterative Channel and Data Estimation: Framework and Analysis via Replica Method

  Mikko Vehkapera; Keigo Takeuchi; Ralf R. Muller; Toshiyuki Tanaka

  2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 2009, Peer-reviewed

  
• Re'class'ification of 'quant'ified classical simulated annealing

  Toshiyuki Tanaka

  INTERNATIONAL WORKSHOP ON STATISTICAL-MECHANICAL INFORMATICS 2008 (IW-SMI 2008), 2009, Peer-reviewed

  
• Performance and Construction of Polar Codes on Symmetric Binary-Input Memory less Channels

  Ryuhei Mori; Toshiyuki Tanaka

  2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 2009, Peer-reviewed

  
• Asymptotic analysis of iterative channel estimation and multiuser detection with soft feedback in multipath channels

  M. Vehkaperä; K. Takeuchi; R.R. Müller; T. Tanaka

  European Signal Processing Conference, 2008, Peer-reviewed

  
• Performance Analysis of Signal Detection using Quantized Received Signals of Linear Vector Channel

  Kazutaka Nakamura; Toshiyuki Tanaka

  2008 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS, VOLS 1-3, 2008, Peer-reviewed

  
• Asymptotic Performance Bounds of Joint Channel Estimation and Multiuser Detection in Frequency-Selective Fading DS-CDMA Channels

  Keigo Takeuchi; Mikko Vehkapera; Toshiyuki Tanaka; Ralf R. Muller

  2008 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS, VOLS 1-3, 2008, Peer-reviewed

  
• A Practical Low-Density Coding Scheme for Binary Dirty Paper Channel

  Farbod Kayhan; Toshiyuki Tanaka

  2008 5TH INTERNATIONAL SYMPOSIUM ON TURBO CODES AND RELATED TOPICS, 2008, Peer-reviewed

  
• Optimum Joint Decoding in a LDPC-coded CDMA Multiuser System

  Toru Yano; Toshiyuki Tanaka; David Saad; Satoshi Honda

  INSS 2008: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON NETWORKED SENSING SYSTEMS, 2008, Peer-reviewed

  
• Replica Analysis of General Multiuser Detection in MIMO DS-CDMA Channels with Imperfect CSI

  Keigo Takeuchi; Mikko Vehkapera; Toshiyuki Tanaka; Ralf R. Muller

  2008 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-6, 2008, Peer-reviewed

  
• Optimal Spreading Sequences in Large CDMA Systems: A Statistical Mechanics Approach

  Kouichiro Kitagawa; Toshiyuki Tanaka

  2008 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-6, 2008, Peer-reviewed

  
• Microscopic Analysis for Decoupling Principle of Linear Vector Channel

  Kazutaka Nakamura; Toshiyuki Tanaka

  2008 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-6, 2008, Peer-reviewed

  
• Interference Reduction in CDMA Channels: A Statistical-Mechanics Approach

  Toshiyuki Tanaka; Kouichiro Kitagawa

  2008 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks and Workshops, Vols 1 and 2, 2008, Peer-reviewed

  
• Statistical-mechanics-based analysis of multiuser MIMO channels with linear dispersion codes

  Keigo Takeuchi; Toshiyuki Tanaka

  INTERNATIONAL WORKSHOP ON STATISTICAL-MECHANICAL INFORMATICS 2007 (IW-SMI 2007), 2008, Peer-reviewed

  
• Asymptotics of Harish-Chandra-Itzykson-Zuber integrals and free probability theory

  Toshiyuki Tanaka

  INTERNATIONAL WORKSHOP ON STATISTICAL-MECHANICAL INFORMATICS 2007 (IW-SMI 2007), 2008, Peer-reviewed

  
• Hierarchical decoupling principle of a MIMO-CDMA channel in asymptotic limits

  Keigo Takeuchi; Toshiyuki Tanaka

  2007 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-7, 2007, Peer-reviewed

  
• On dualistic structure involving Shannon transform and integrated R-transform

  Toshiyuki Tanaka

  2007 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-7, 2007, Peer-reviewed

  
• Decoupling principle in belief-propagation-based CDMA multiuser detection algorithm

  Takashi Ikehara; Toshiyuki Tanaka

  2007 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-7, 2007, Peer-reviewed

  
• Analysis of sparsely-spread CDMA via statistical mechanics

  Mika Yoshida; Toshiyuki Tanaka

  2006 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1-6, PROCEEDINGS, 2006, Peer-reviewed

  
• Replica analysis of performance loss due to separation of detection and decoding in CDMA channels

  Toshiyuki Tanaka

  2006 IEEE International Symposium on Information Theory, Vols 1-6, Proceedings, 2006, Peer-reviewed

  
• 4. Unexpected Link between Associative Memory and Mobile Phone(Secret Arts for Handling Probabilities : A Classic Yet New Research Paradigm on Probabilistic/Statistical Models)

  TANAKA Toshiyuki; OKADA Masato

  The Journal of the Institute of Electronics, Information and Communication Engineers, 01 Sep. 2005

  
• Structure of replica-symmetric solutions for randomly-spread CDMA

  T Tanaka

  2005 IEEE International Symposium on Information Theory (ISIT), Vols 1 and 2, 2005, Peer-reviewed

  
• Probabilistic Information Processing ---New Trend on Information Processing by Probabilistic Model and Statistical-Mechanical Method

  Kazuyuki Tanaka; Yoshiyuki Kabashima; Toshiyuki Tanaka

  Mathematical Sciences, 01 Nov. 2004

  
• Improving the performance of linear parallel interference cancellation for CDMA using a method of the statistical mechanics

  A Shojiguchi; T Tanaka; A Mizutani; T Mizuno; M Okada

  2004 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2004, Peer-reviewed

  
• Exposure setups for in Vitro experiment on biological effects of complex magnetic fields with static and time-varying components

  T. Nagai; Y. Suzuki; T. Tanaka; M. Ikehata; M. Taki

  2004 Asia-Pacific Radio Science Conference - Proceedings, 2004, Peer-reviewed

  
• Experimental study for replacing statistics of posterior with propagated belief in the EM algorithm on lattice model.

  皆川明洋; 田川憲男; 田中利幸

  電子情報通信学会技術研究報告, 15 Mar. 2002

  
• Information geometry of turbo codes

  Shiro Ikeda; Toshiyuki Tanaka; Shun Ichi Amari

  IEEE International Symposium on Information Theory - Proceedings, 2002, Peer-reviewed

  
• Average-case analysis of multiuser detectors

  T. Tanaka

  IEEE International Symposium on Information Theory - Proceedings, 2001, Peer-reviewed

  
• Performance analysis of neural CDMA multiuser detector

  T Tanaka

  IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2001, Peer-reviewed

  
• Parameter Estimation of Multiple Motions and Planar Surfaces based on Pixel Intensity.

  皆川明洋; 堀江裕; 田川憲男; 田中利幸

  電子情報通信学会技術研究報告, 12 May 2000

  
• Vanishing Point Detection for Image Sequence using Feature Points.

  皆川明洋; 小林幸彦; 田川憲男; 田中利幸

  電子情報通信学会技術研究報告, 16 Mar. 2000

  
• Numerical analysis of thermo-elastic wave in human tissue exposed to pulse modulated microwave.

  WATANABE Yoshiaki; TANAKA Toshiyuki; TAKI Masao

  日本音響学会研究発表会講演論文集, 01 Sep. 1999

  
• Active noise control system in a duct with reflection at both ends(No.3)

  AOKI Takuya; MORISHITA Tatsuya; TANAKA Toshiyuki; TAKI Masao

  日本音響学会研究発表会講演論文集, 01 Sep. 1999

  
• Examination of effectiveness of higher-order mean field Boltzmann Machine learning based on linear response theorem

  Takashi Kuroki; Toshiyuki Tanaka; Masao Taki

  Proceedings of the International Joint Conference on Neural Networks, 1999, Peer-reviewed

  
• Exploration of mean-field approximation for feed-forward networks

  Toshiyuki Tanaka

  Proceedings of the International Joint Conference on Neural Networks, 1999, Peer-reviewed

  
• Computation of 3-D Information from Optical Flow based on Statistical Model for Depth Field

  TAGAWA Norio; TORIU Takashi; ENDOH Toshio; TANAKA Toshiyuki; MORIYA Tadashi

  Technical report of IEICE. PRMU, 11 Sep. 1997

  

Books and Other Publications

• Generic multiuser detection and statistical physics

  Dongning Guo; Toshiyuki Tanaka

  M. Honig (ed.), Advances in Multiuser Detection, Wiley, Chapter 5, 2009, Not refereed

  
• Information geometry of mean-field approximation

  Toshiyuki TANAKA

  Advanced Mean Field Methods: Theory and Practice, The MIT Press,259-273, 2001, Not refereed

  
• Geometrical view on mean-field approximation for solving optimization problems

  Toshiyuki TANAKA

  Soft Computing in Industrial Applications,393-399, 2000, Not refereed

  

Industrial Property Rights

• 特開2021-15348, 特願2019-128429, 空間データ高解像度化装置、空間データ高解像度化方法、及び空間データ高解像度化プログラム

  田中佑典; 岩田具治; 倉島健; 戸田浩之; 田中利幸

  
• 特開2021-15347, 特願2019-128428, 人流推定装置、人流推定方法、及び人流推定プログラム

  田中佑典; 倉島健; 戸田浩之; 田中利幸

  
• 特開2019-191936, 特願2018-84055, 高解像度化装置、高解像度化方法、空間データ高解像度化方法、およびプログラム

  田中佑典; 岩田具治; 倉島健; 戸田浩之; 田中利幸

  

Awards

• 20 Oct. 2002

  Mobile Communication Fund, 1st DoCoMo Mobile Science Awards, Excellence award in Fundamental science
• Apr. 2005

  The Ministry of Education, Culture, Sports, Science and Technology, Young Scientist Award of Minister of Education, Culture, Sports, Science and Technology

External funds: Kakenhi

• Novel Development of Nonlinear Sparse Recovery

  Grant-in-Aid for Scientific Research (B)

  Hiroshima City University

  Kazushi Mimura

  From 01 Apr. 2016, To 31 Mar. 2019, Project Closed

  情報理論;情報統計力学;信号処理;計算量理論;非線形観測;計算機科学;圧縮センシング;情報学;符号理論

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-16H02878/
• Approach to sparse modeling based on compressed sensing

  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

  Complex systems

  Kyoto University

  Toshiyuki Tanaka

  From 28 Jun. 2013, To 31 Mar. 2018, Project Closed

  圧縮センシング;スパースモデリング;ベイズ統計;核磁気共鳴;X線回折;磁気共鳴画像法;電波干渉計

  https://kaken.nii.ac.jp/grant/KAKENHI-PLANNED-25120008/
• Support and publicity for initialtive for High-dimensional Data-Driven Science through deepening of sparse modeling

  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

  Complex systems

  The University of Tokyo

  Masato Okada

  From 28 Jun. 2013, To 31 Mar. 2018, Project Closed

  高次元データ駆動科学;スパースモデリング;データ駆動科学の実践;モデリング原理の確立;数理基盤形成;三つのレベル;若手人材育成;国際会議開催;領域横断的分野交流;情報数理の基盤形成;データ駆動科学の数理基盤

  https://kaken.nii.ac.jp/grant/KAKENHI-ORGANIZER-25120001/
• Fundamental study on theory and applications of channel polarization

  Grant-in-Aid for Scientific Research (C)

  Kyoto University

  Toshiyuki TANAKA

  From 01 Apr. 2010, To 31 Mar. 2013, Project Closed

  通信路分極;ポーラ符号;通信路容量;通信路符号化;情報通信工学;誤り訂正符号

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22560375/
• Mathematical foundation of efficient algorithms for statistical inference

  Grant-in-Aid for Scientific Research (B)

  The Institute of Statistical Mathematics

  Kenji FUKUMIZU

  From 01 Apr. 2010, To 31 Mar. 2014, Project Closed

  グラフ;アルゴリズム;確率計算;情報幾何;位相幾何

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22300098/
• Reconstruction of statistical mechanical informatics via the concept of information entropy and applications to information and communication theory

  Grant-in-Aid for Scientific Research on Priority Areas

  Science and Engineering

  Kyoto University

  Toshiyuki TANAKA

  From 01 Apr. 2006, To 31 Mar. 2010, Project Closed

  情報統計力学;CDMA通信;MIMO通信;レプリカ法;ランダム行列;圧縮センシング;情報理論;情報通信;CDMA;MIMO;通信路推定;情報エントロピー;確率的情報処理;密度発展法

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-18079010/
• Management Research on "Deepening and Expansion of Statistical Mechanical Informatics"

  Grant-in-Aid for Scientific Research on Priority Areas

  Science and Engineering

  Tokyo Institute of Technology

  Yoshiyuki KABASHIMA

  From 01 Apr. 2006, To 31 Mar. 2010, Project Closed

  情報統計力学;多体問題;情報通信;量子情報;生命情報;More is different;統計力学;More is defferent

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-18079008/
• 微分幾何学の情報幾何・生命情報科学への展開

  Grant-in-Aid for Exploratory Research

  Tokyo Metropolitan University

  大仁田 義裕

  From 01 Apr. 2002, To 31 Mar. 2004, Project Closed

  微分幾何学;情報幾何;モジュライ空間の幾何学;生命情報科学

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-14654017/
• Analysis of CDMA multiuser demodulation based on statistical mechanics

  Grant-in-Aid for Scientific Research on Priority Areas

  Science and Engineering

  Kyoto University;Tokyo Metropolitan University

  Toshiyuki TANAKA

  From 01 Apr. 2002, To 31 Mar. 2006, Project Closed

  CDMA;マルチユーザ復調;情報統計力学;レプリカ法;確率伝搬法;統計神経力学;スペクトル拡散;密度発展法;スピングラス;連想記憶モデル;並列干渉除去;マルチステージ復調, CDMA;Multiuser demodulation;Statistical mechanics;Replica method;Belief propagation;Statistical neurodvnamics;Spread spectrum;Density evolution

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-14084209/
• Statistical Mechanical Approach to Probabilistic Information Processing

  Grant-in-Aid for Scientific Research on Priority Areas

  Science and Engineering

  Tohoku University

  Kazuyuki ANAKA

  From 01 Apr. 2002, To 31 Mar. 2007, Project Closed

  アルゴリズム;モデル化;ソフトコンピューティング;確率的情報処理;統計科学;統計力学;情報統計力学;数理工学;ベイズ統計;大規模情報処理;統計的手法, algorithm;modeling;soft computing;probabilistic information processing;statistical science;statistical mechanical informatics

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-14084101/
• 知識情報処理への統計力学的アプローチ

  Grant-in-Aid for Scientific Research (C)

  Tohoku University

  田中 和之

  From 01 Apr. 2000, To 31 Mar. 2001, Project Closed

  知識情報処理;確率的情報処理;統計力学;ベイズ統計;確率モデル;情報幾何;画像処理;符号理論

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-12898010/
• Search for phosphenes induced by amplitude modulated radiofrequency electro-magnetic fields

  Grant-in-Aid for Scientific Research (C)

  Tokyo Metropolitan University

  Masao TAKI

  From 01 Apr. 2000, To 31 Mar. 2002, Project Closed

  電磁界;高周波;生体作用;非熱作用;変調波;磁気閃光;高周波電磁界;生体影響;曝露装置;ボランティア実験;閃光, electromagnetic field;radiofrequency;biological effect;nonthermal;modulation;phosphene

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-12831006/
• 確率モデルに対する平均場近似法の情報理論的定式化

  Grant-in-Aid for Encouragement of Young Scientists (A)

  Tokyo Metropolitan University

  田中 利幸

  From 01 Apr. 1999, To 31 Mar. 2001, Project Closed

  平均場近似;確率モデル;EMアルゴリズム;変分ベイズ法;CDMAマルチユーザ復調;Bethe近似;確率伝播アルゴリズム;ターボ復号法;ニューラルネットワーク;情報幾何学;情報統計力学;グラフィカルモデル

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-11780287/
• 電磁波の生体安全性評価を目的とした小動物への電磁波の局所曝露法の研究

  Grant-in-Aid for General Scientific Research (C)

  Tokyo Metropolitan University

  多氣 昌生

  From 01 Apr. 1995, To 31 Mar. 1996, Project Closed

  電磁波;生体影響;携帯電話;曝露装置;FDTD法

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-07650440/
• Prediction of protein lifetime with large protein language models

  Grant-in-Aid for Transformative Research Areas (A)

  Transformative Research Areas, Section (III)

  Kyoto University

  田中 利幸

  From 01 Apr. 2024, To 31 Mar. 2026, Granted

  タンパク質言語モデル;深層学習;タンパク質寿命;配列相同性

  https://kaken.nii.ac.jp/grant/KAKENHI-PUBLICLY-24H01895/

External funds: others

• Study on Learning and Self-Organization of Neural Networks

Education

Teaching subject(s)

• From 01 Apr. 2024, To 31 Mar. 2025

  Stochastic Discrete Event Systems

  9096, Spring, Faculty of Engineering, 2
• From 01 Apr. 2024, To 31 Mar. 2025

  Theory of Information Systems

  9059, Fall, Faculty of Engineering, 2
• From 01 Apr. 2024, To 31 Mar. 2025

  Systems Science, Advanced II

  3512, Fall, Graduate School of Informatics, 2
• From 01 Apr. 2024, To 31 Mar. 2025

  Seminar of Data Science

  4714, Fall, Graduate School of Informatics, 2
• From 01 Apr. 2024, To 31 Mar. 2025

  Information-theoretic systems thory

  3555, Spring, Graduate School of Informatics, 2
• From 01 Apr. 2024, To 31 Mar. 2025

  Systems Science, Advanced I

  3542, Spring, Graduate School of Informatics, 2
• From 01 Apr. 2024, To 31 Mar. 2025

  Computational intelligence

  3545, Year-long, Graduate School of Informatics, 1
• From 01 Apr. 2023, To 31 Mar. 2024

  Stochastic Discrete Event Systems

  9096, Spring, Faculty of Engineering, 2
• From 01 Apr. 2023, To 31 Mar. 2024

  Theory of Information Systems

  9059, Fall, Faculty of Engineering, 2
• From 01 Apr. 2023, To 31 Mar. 2024

  Seminar of Data Science

  4714, Fall, Graduate School of Informatics, 2
• From 01 Apr. 2023, To 31 Mar. 2024

  Information-theoretic systems thory

  3555, Spring, Graduate School of Informatics, 2
• From 01 Apr. 2023, To 31 Mar. 2024

  Systems Science, Advanced I

  3542, Spring, Graduate School of Informatics, 2
• From 01 Apr. 2023, To 31 Mar. 2024

  Systems Science, Advanced II

  3512, Fall, Graduate School of Informatics, 2
• From 01 Apr. 2023, To 31 Mar. 2024

  Computational intelligence

  3545, Year-long, Graduate School of Informatics, 1
• From 01 Apr. 2022, To 31 Mar. 2023

  Systems Science, Advanced II

  3512, Fall, Graduate School of Informatics, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Information-theoretic systems thory

  3555, Spring, Graduate School of Informatics, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Systems Science, Advanced I

  3542, Spring, Graduate School of Informatics, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Theory of Information Systems

  9059, Fall, Faculty of Engineering, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Computational intelligence

  3545, Year-long, Graduate School of Informatics, 1
• From 01 Apr. 2022, To 31 Mar. 2023

  Stochastic Discrete Event Systems

  9096, Spring, Faculty of Engineering, 2
• From Apr. 2011, To Mar. 2012

  情報と通信の数理（数理）

  Fall, 工学部
• From Apr. 2011, To Mar. 2012

  特別研究１（１６年以降入学者）（数理）

  Spring, 工学部
• From Apr. 2011, To Mar. 2012

  特別研究１（１６年以降入学者）（数理）

  Fall, 工学部
• From Apr. 2011, To Mar. 2012

  特別研究２（１６年以降入学者）（数理）

  Spring, 工学部
• From Apr. 2011, To Mar. 2012

  特別研究２（１６年以降入学者）（数理）

  Fall, 工学部
• From Apr. 2011, To Mar. 2012

  特別研究１（１５年以前入学者）（数理）

  Spring, 工学部
• From Apr. 2011, To Mar. 2012

  特別研究１（１５年以前入学者）（数理）

  Fall, 工学部
• From Apr. 2011, To Mar. 2012

  特別研究２（１５年以前入学者）（数理）

  Spring, 工学部
• From Apr. 2011, To Mar. 2012

  特別研究２（１５年以前入学者）（数理）

  Fall, 工学部
• From Apr. 2011, To Mar. 2012

  適応システム論

  Spring, 情報学研究科
• From Apr. 2011, To Mar. 2012

  計算知能システム論

  Year-long, 情報学研究科
• From Apr. 2011, To Mar. 2012

  システム科学特殊研究１

  Year-long, 情報学研究科
• From Apr. 2011, To Mar. 2012

  システム科学特殊研究２

  Year-long, 情報学研究科
• From Apr. 2011, To Mar. 2012

  システム科学特別セミナー

  Spring, 情報学研究科
• From Apr. 2011, To Mar. 2012

  システム構成論特別セミナー

  Year-long, 情報学研究科
• From Apr. 2012, To Mar. 2013

  Engineering Ethics

  Fall, 工学部
• From Apr. 2012, To Mar. 2013

  Mathematical theory of information and communications

  Fall, 工学部
• From Apr. 2012, To Mar. 2013

  Seminar on Systems Synthesis, Advanced

  Year-long, 情報学研究科
• From Apr. 2012, To Mar. 2013

  Seminar on Systems Science, Advanced

  Spring, 情報学研究科
• From Apr. 2012, To Mar. 2013

  Advanced Study in Systems Science 1

  Year-long, 情報学研究科
• From Apr. 2012, To Mar. 2013

  Advanced Study in Systems Science 2

  Year-long, 情報学研究科
• From Apr. 2012, To Mar. 2013

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2012, To Mar. 2013

  Adaptive Systems Theory

  Spring, 情報学研究科
• From Apr. 2013, To Mar. 2014

  Engineering Ethics

  Spring, 工学部
• From Apr. 2013, To Mar. 2014

  Probability and Statistics

  Spring, 工学部
• From Apr. 2013, To Mar. 2014

  Mathematical theory of information and communications

  Fall, 工学部
• From Apr. 2013, To Mar. 2014

  Adaptive Systems Theory

  Spring, 情報学研究科
• From Apr. 2013, To Mar. 2014

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2013, To Mar. 2014

  Industrial Mathematics and Design

  Fall, 情報学研究科
• From Apr. 2013, To Mar. 2014

  Systems Sciences Advanced

  Fall, 情報学研究科
• From Apr. 2013, To Mar. 2014

  Advanced Study in Systems Science 1

  Year-long, 情報学研究科
• From Apr. 2013, To Mar. 2014

  Advanced Study in Systems Science 2

  Year-long, 情報学研究科
• From Apr. 2013, To Mar. 2014

  Seminar on Systems Science, Advanced

  Spring, 情報学研究科
• From Apr. 2013, To Mar. 2014

  Seminar on Systems Synthesis, Advanced

  Year-long, 情報学研究科
• From Apr. 2014, To Mar. 2015

  Probability and Statistics

  Spring, 工学部
• From Apr. 2014, To Mar. 2015

  Mathematical theory of information and communications

  Fall, 工学部
• From Apr. 2014, To Mar. 2015

  Adaptive Systems Theory

  Spring, 情報学研究科
• From Apr. 2014, To Mar. 2015

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2014, To Mar. 2015

  Industrial Mathematics and Design

  Fall, 情報学研究科
• From Apr. 2014, To Mar. 2015

  Systems Sciences Advanced

  Fall, 情報学研究科
• From Apr. 2014, To Mar. 2015

  Advanced Study in Systems Science 1

  Year-long, 情報学研究科
• From Apr. 2014, To Mar. 2015

  Advanced Study in Systems Science 2

  Year-long, 情報学研究科
• From Apr. 2014, To Mar. 2015

  Seminar on Systems Science, Advanced

  Spring, 情報学研究科
• From Apr. 2014, To Mar. 2015

  Seminar on Systems Synthesis, Advanced

  Year-long, 情報学研究科
• From Apr. 2014, To Mar. 2015

  Computational intelligence

  Spring, 情報学研究科
• From Apr. 2015, To Mar. 2016

  Mathematical theory of information and communications

  Fall, 工学部
• From Apr. 2015, To Mar. 2016

  Industrial Mathematics and Design

  Fall, 情報学研究科
• From Apr. 2015, To Mar. 2016

  Acoustics of musical instruments

  Spring, 全学共通科目
• From Apr. 2015, To Mar. 2016

  Seminar on Systems Synthesis, Advanced

  Year-long, 情報学研究科
• From Apr. 2015, To Mar. 2016

  Probability and Statistics

  Spring, 工学部
• From Apr. 2015, To Mar. 2016

  Seminar on Systems Science, Advanced

  Spring, 情報学研究科
• From Apr. 2015, To Mar. 2016

  Advanced Study in Systems Science 1

  Year-long, 情報学研究科
• From Apr. 2015, To Mar. 2016

  Advanced Study in Systems Science 2

  Year-long, 情報学研究科
• From Apr. 2015, To Mar. 2016

  Systems Sciences Advanced

  Fall, 情報学研究科
• From Apr. 2015, To Mar. 2016

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2015, To Mar. 2016

  Adaptive Systems Theory

  Spring, 情報学研究科
• From Apr. 2016, To Mar. 2017

  Mathematical theory of information and communications

  Fall, 工学部
• From Apr. 2016, To Mar. 2017

  Industrial Mathematics and Design

  Fall, 情報学研究科
• From Apr. 2016, To Mar. 2017

  Seminar on Systems Synthesis, Advanced

  Year-long, 情報学研究科
• From Apr. 2016, To Mar. 2017

  Probability and Statistics

  Spring, 工学部
• From Apr. 2016, To Mar. 2017

  Seminar on Systems Science, Advanced

  Spring, 情報学研究科
• From Apr. 2016, To Mar. 2017

  Advanced Study in Systems Science 1

  Year-long, 情報学研究科
• From Apr. 2016, To Mar. 2017

  Advanced Study in Systems Science 2

  Year-long, 情報学研究科
• From Apr. 2016, To Mar. 2017

  Systems Science, Advanced II

  Fall, 情報学研究科
• From Apr. 2016, To Mar. 2017

  Systems Science, Advanced I

  Spring, 情報学研究科
• From Apr. 2016, To Mar. 2017

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2016, To Mar. 2017

  Adaptive Systems Theory

  Spring, 情報学研究科
• From Apr. 2017, To Mar. 2018

  Mathematical theory of information and communications

  Fall, 工学部
• From Apr. 2017, To Mar. 2018

  Industrial Mathematics and Design

  Fall, 情報学研究科
• From Apr. 2017, To Mar. 2018

  Seminar on Systems Synthesis, Advanced

  Year-long, 情報学研究科
• From Apr. 2017, To Mar. 2018

  Seminar on Systems Science, Advanced

  Spring, 情報学研究科
• From Apr. 2017, To Mar. 2018

  Advanced Study in Systems Science 1

  Year-long, 情報学研究科
• From Apr. 2017, To Mar. 2018

  Advanced Study in Systems Science 2

  Year-long, 情報学研究科
• From Apr. 2017, To Mar. 2018

  Systems Science, Advanced II

  Fall, 情報学研究科
• From Apr. 2017, To Mar. 2018

  Systems Science, Advanced I

  Spring, 情報学研究科
• From Apr. 2017, To Mar. 2018

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2017, To Mar. 2018

  Adaptive Systems Theory

  Spring, 情報学研究科
• From Apr. 2018, To Mar. 2019

  Mathematical theory of information and communications

  Fall, 工学部
• From Apr. 2018, To Mar. 2019

  Industrial Mathematics and Design

  Fall, 工学研究科
• From Apr. 2018, To Mar. 2019

  Industrial Mathematics and Design

  Fall, 情報学研究科
• From Apr. 2018, To Mar. 2019

  Systems Science, Advanced II

  Fall, 情報学研究科
• From Apr. 2018, To Mar. 2019

  Systems Science, Advanced I

  Spring, 情報学研究科
• From Apr. 2018, To Mar. 2019

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2018, To Mar. 2019

  Adaptive Systems Theory

  Spring, 情報学研究科
• From Apr. 2019, To Mar. 2020

  Mathematical theory of information and communications

  Fall, 工学部
• From Apr. 2019, To Mar. 2020

  Systems Science, Advanced II

  Fall, 情報学研究科
• From Apr. 2019, To Mar. 2020

  Systems Science, Advanced I

  Spring, 情報学研究科
• From Apr. 2019, To Mar. 2020

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2019, To Mar. 2020

  Adaptive Systems Theory

  Spring, 情報学研究科
• From Apr. 2020, To Mar. 2021

  Mathematical theory of information and communications

  Fall, 工学部
• From Apr. 2020, To Mar. 2021

  Graduation Thesis 1

  Spring, 工学部
• From Apr. 2020, To Mar. 2021

  Graduation Thesis 1

  Fall, 工学部
• From Apr. 2020, To Mar. 2021

  Graduation Thesis 2

  Spring, 工学部
• From Apr. 2020, To Mar. 2021

  Graduation Thesis 2

  Fall, 工学部
• From Apr. 2020, To Mar. 2021

  Systems Science, Advanced II

  Fall, 情報学研究科
• From Apr. 2020, To Mar. 2021

  Systems Science, Advanced I

  Spring, 情報学研究科
• From Apr. 2020, To Mar. 2021

  Introduction to Systems Analysis

  Fall, 工学部
• From Apr. 2020, To Mar. 2021

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2020, To Mar. 2021

  Adaptive Systems Theory

  Spring, 情報学研究科
• From Apr. 2021, To Mar. 2022

  Theory of Information Systems

  Fall, 工学部
• From Apr. 2021, To Mar. 2022

  Stochastic Discrete Event Systems

  Spring, 工学部
• From Apr. 2021, To Mar. 2022

  Systems Science, Advanced II

  Fall, 情報学研究科
• From Apr. 2021, To Mar. 2022

  Systems Science, Advanced I

  Spring, 情報学研究科
• From Apr. 2021, To Mar. 2022

  Introduction to Systems Analysis

  Fall, 工学部
• From Apr. 2021, To Mar. 2022

  Computational intelligence

  Year-long, 情報学研究科
• From Apr. 2021, To Mar. 2022

  Adaptive Systems Theory

  Spring, 情報学研究科

Participation in PhD Defense

• Convergence Analysis of Mean Shift Type Algorithms

  YAMASAKI RYOYA, Graduate School of Informatics, Chief Examiner

  25 Mar. 2024
• Environment Adaptive Regret Analysis in Bandit Problems

  TSUCHIYA TAIRA, Graduate School of Informatics, Sub-chief Examiner

  25 Sep. 2023
• Convergence Formulas for the Level-increment Truncation Approximation of M/G/1-type Markov Chains

  OUCHI KATSUHISA, Graduate School of Informatics, Chief Examiner

  24 Nov. 2023
• Research on Parallel Hierarchical Matrix Construction

  Zhengyang Bai, Graduate School of Informatics, Sub-chief Examiner

  23 Mar. 2023
• 検索の意図的制止に伴う認知的変化とそのメカニズムの実験心理学的検討

  NISHIYAMA SATORU, Graduate School of Education, Sub-chief Examiner

  26 Sep. 2022
• Modeling and Statistical Inference of Preferential Attachment in Complex Networks: Underlying Formation of Local Community Structures

  INOUE MASAAKI, Graduate School of Informatics, Sub-chief Examiner

  23 Mar. 2022
• Scalable Estimation on Linear and Nonlinear Regression Models via Decentralized Processing: Adaptive LMS Filter and Gaussian Process Regression

  NAKAI AYANO, Graduate School of Informatics, Chief Examiner

  24 Nov. 2021
• 自律ロボットにおける身体に基づく解釈系の構築

  杉浦　孔明, Sub-chief Examiner

  23 Mar. 2007
• Machine Learning Approaches for Structured Data（構造データ解析のための機械学習法）

  鹿島　久嗣, Sub-chief Examiner

  23 Mar. 2007
• Studies on Hybrid Music Recommendation Using Timbral and Rhythmic Features（音色とリズムの特徴量を用いたハイブリッド型音楽推薦に関する研究）

  吉井　和佳, Sub-chief Examiner

  24 Mar. 2008
• Probabilistic user behavior models in online stores for recommender systems（推薦システムのためのオンラインストアにおける確率的ユーザ行動モデル）

  岩田　具治, Chief Examiner

  24 Mar. 2008
• Studies on Adaptive Filter Algorithms for System Identification Based on Independent Component Analysis（独立成分分析に基づくシステム同定のための適応フィルタアルゴリズムに関する研究）

  楊　俊美, Sub-chief Examiner

  24 Sep. 2008
• Computationally Efficient Power Allocation and Equalization Schemes for Multi-Carrier Systems（マルチキャリア変調システムのための低要求演算量の電力配分法及び等化法）

  ＢＯＣＱＵＥＴ　ＷＬＡＤＩＭＩＲ, Sub-chief Examiner

  23 Jan. 2009
• Statistical Mechanical Informatics on MIMO DS-CDMA Systems: Design of Spreading Schemes and Performance of Multiuser Decoding（MIMO DS-CDMAに対する情報統計力学：拡散変調方式の設計およびマルチユーザ復号器の性能評価）

  竹内　啓悟, Chief Examiner

  23 Mar. 2009
• 光の干渉による膜厚測定法と光弾性現象に基づく位相差測定法

  工藤　重樹, Sub-chief Examiner

  23 Mar. 2009
• Inversive and Synthetical Bayesian Methods for Image Estimation（画像推定のための逆転・合成ベイズ的方法）

  兼村　厚範, Sub-chief Examiner

  24 Sep. 2009
• Topological and Algebraic Aspects of Algorithmic Learning Theory（計算理論的学習理論の位相的及び代数的な性質）

  ＭＡＴＴＨＥＷ　ＤＥ　ＢＲＥＣＨＴ, Sub-chief Examiner

  23 Mar. 2010
• Online Unsupervised Classification Applied to Voice Activity Detection（オンライン教師なし分類を用いた音声区間検出）

  ＤＡＶＩＤ　Ｅ．ＣＯＵＲＮＡＰＥＡＵ, Sub-chief Examiner

  23 Jul. 2009
• Signal Processing for Frequency Diversity and Compensation of Analog Imperfections in Wireless Communications（無線通信における周波数ダイバーシチ及びアナログ不完全性補償のための信号処理技術に関する研究）

  吉田　悠来, Sub-chief Examiner

  24 Sep. 2009
• General Approach to Policy Evaluation via Statistical Learning （統計学習による方策評価法の考察）

  植野　剛, Sub-chief Examiner

  23 Mar. 2011
• Source Separation of Musical Instrument Sounds in Polyphonic Musical Audio Signal and Its Application （多重奏音楽音響信号に対する楽器音の分離とその応用）

  糸山　克寿, Sub-chief Examiner

  23 Mar. 2011
• Noise-Robust Auditory Systems for Human-Robot Communication（ロボットにおける対話のための耐雑音聴覚システムに関する研究）

  佐藤　幹, Sub-chief Examiner

  23 Jul. 2010
• Unsupervised Learning of Lexical Information for Language Processing Systems（言語処理システムのための語彙的情報の教師なし学習）

  Graham NEUBIG, Sub-chief Examiner

  26 Mar. 2012
• Studies on Computational Learning via Discretization （離散化に基づく計算論的学習に関する研究）

  杉山　麿人, Sub-chief Examiner

  26 Mar. 2012
• STUDIES ON REGULARIZED NEWTON-TYPE METHODS FOR UNCONSTRAINED MINIMIZATION PROBLEMS AND THEIR GLOBAL COMPLEXITY BOUNDS（制約なし最小化問題に対する正則化ニュートン法とその大域的な反復回数の上限に関する研究）

  上田　健詞, Sub-chief Examiner

  26 Mar. 2012
• Studies on Parameter Estimation of Multipath Channels without Utilizing Pilot Signals （パイロット信号を利用しないマルチパス通信路のパラメータ推定に関する研究）

  原田　耕自, Sub-chief Examiner

  26 Mar. 2012
• Analysis Methods toward Brain-Machine Interfaces in Real Environments（実環境BMIに向けた解析法に関する研究）

  森岡　博史, Sub-chief Examiner

  23 Mar. 2015
• Studies on block coordinate gradient methods for nonlinear optimization problems with separable structure（分離可能な構造をもつ非線形最適化問題に対するブロック座標勾配法の研究）

  花　小琴, Sub-chief Examiner

  23 Mar. 2015
• Bayesian Music Alignment（ベイス推定に基づく音楽アライメント）

  前澤　陽, Sub-chief Examiner

  23 Mar. 2015
• New Understanding of the Bethe Approximation and the Replica Method　（ベーテ近似とレプリカ法の新しい理解）

  森　立平, Chief Examiner

  08 Mar. 2013
• Studies on Algorithms for Tag Identification and Tag Set Cardinality Estimation in Radio Frequency Identification Systems （RFIDシステムにおけるタグ識別およびタグ数推定に関する研究）

  Nguyen Thanh , Sub-chief Examiner

  08 Mar. 2013
• Parallelization of Graph Mining using Backtrack Search Algorithm（バックトラック探索アルゴリズムを用いるグラフマイニングの並列化）

  奥野　伸吾, Sub-chief Examiner

  23 Mar. 2017
• Robust Audio Scene Analysis for Rescue Robots（レスキューロボットのための頑健な音環境理解）

  坂東　宜昭, Sub-chief Examiner

  26 Mar. 2018
• Performance Modeling of Large-Scale Parallel-Distributed Processing for Cloud Environment（クラウド環境における大規模並列分散処理の性能モデル）

  平井　嗣人, Chief Examiner

  23 May 2018
• Measure Transport Approaches for Data Visualization and Learning（データの可視化と機械学習に対する測度変換によるアプローチ）

  SEGUY VIVIEN, Sub-chief Examiner

  23 Jul. 2018
• 洞察瞑想による情動調整の心理・神経メカニズムの研究

  藤野　正寛, Sub-chief Examiner

  25 Mar. 2019
• Probabilistic Models for Spatially Aggregated Data（空間集約データのための確率モデル）

  田中　佑典, Chief Examiner

  23 Mar. 2020
• Studies on Discrete-Valued Vector Reconstruction from Underdetermined Linear Measurements（劣決定線形観測に基づく離散値ベクトル再構成に関する研究）

  早川　諒, Sub-chief Examiner

  23 Mar. 2020
• Social working memory: A cognitive basis for retention of person information（社会的ワーキングメモリ：人物情報保持の認知的基盤）

  石黒　翔, Sub-chief Examiner

  23 Sep. 2020
• Studies on Neural Network-Based Graph Embedding and Its Extensions（ニューラルネットワークに基づくグラフ埋め込みとその拡張に関する研究）

  奥野　彰文, Sub-chief Examiner

  23 Sep. 2020
• Algorithms for Accelerating Machine Learning with Wide and Deep Models（Wide・Deepモデルを用いた機械学習を高速化するためのアルゴリズム）

  井田　安俊, Sub-chief Examiner

  23 Mar. 2021
• A Unified Statistical Approach to Fast and Robust Multichannel Speech Separation and Dereverberation（高速かつ頑健な多チャンネル音声分離・残響除去のための統合的・統計的アプローチ）

  関口　航平, Sub-chief Examiner

  23 Mar. 2021

Participation in PhD Defenses (other than KU)

• 渡辺有祐, 総合研究大学院大学, 日本, Sub-chief Examiner

  2009
• Rodrigo de Miguel, Norwegian University of Science and Technology, Norway, Sub-chief Examiner

  2008
• 矢野亨, 慶應大学, 日本, Sub-chief Examiner

Student achievements: Awards

• 情報理論とその応用学会奨励賞

  竹内啓悟, 情報理論とその応用学会, 2008
• 第11回情報論的学習理論ワークショップ奨励賞

  松井秀往, 情報論的学習理論ワークショップ組織委員会, 2008
• 第5回IEEE関西支部学生研究奨励賞

  竹内啓悟, IEEE関西支部, 2009
• 情報理論とその応用学会奨励賞

  森立平, 情報理論とその応用学会, Dec. 2010
• 第14回エリクソン・ベスト・スチューデント・アワード

  森立平, エリクソン・ジャパン株式会社, 19 Nov. 2012

Administration

School management (title, position)

• From 01 Apr. 2009, To 31 Mar. 2011

  大学評価委員会 点検・評価実行委員会 委員
• From 01 Apr. 2012, To 31 Mar. 2014

  教育制度委員会 委員
• From 01 Apr. 2014, To 31 Mar. 2016

  教育研究評議会 評議員
• From 01 Apr. 2012, To 31 Mar. 2013

  教育制度委員会：研究科横断型教育企画実施委員会 委員
• From 01 Apr. 2013, To 31 Mar. 2014

  教育制度委員会：研究科横断型教育企画実施委員会 委員
• From 01 Oct. 2014, To 30 Sep. 2016

  吉田キャンパス整備専門委員会 3号委員
• From 01 Apr. 2017, To 31 Mar. 2019

  人権委員会 委員

Faculty management (title, position)

• From 01 Apr. 2024, To 31 Mar. 2025

  情報セキュリティ委員会委員
• From 01 Apr. 2024, To 31 Mar. 2025

  制規委員会副委員長
• From 01 Apr. 2024, To 31 Mar. 2025

  システム科学コース長
• From 01 Apr. 2024, To 31 Mar. 2025

  専攻長
• From 01 Apr. 2023, To 31 Mar. 2024

  連携推進WG委員
• From 01 Apr. 2023, To 31 Mar. 2024

  財務委員会委員
• From 01 Apr. 2022, To 31 Mar. 2023

  教務委員会委員
• From 01 Apr. 2022, To 31 Mar. 2023

  財務委員会委員
• From 01 Apr. 2022, To 31 Mar. 2023

  連携推進WG委員
• From 01 Apr. 2022, To 31 Mar. 2023

  人権委員会委員
• From 01 Apr. 2022, To 31 Mar. 2022

  副研究科長
• From 01 Apr. 2011, To 31 Mar. 2014

  教務委員会委員
• From 01 Apr. 2012, To 31 Mar. 2015

  専攻長会議
• From 01 Apr. 2012, To 31 Mar. 2014

  評価・広報委員会委員長
• From 01 Apr. 2012, To 31 Mar. 2016

  連携推進ＷＧ委員
• From 01 Apr. 2012, To 31 Mar. 2013

  情報公開・個人情報保護ＷＧ委員
• From 01 Apr. 2013, To 31 Mar. 2014

  基盤整備委員会委員（図書WG)
• From 01 Apr. 2013, To 31 Mar. 2014

  図書ＷＧ委員長（図書館協議会協議員）
• From 01 Apr. 2014, To 31 Mar. 2016

  企画委員会委員長
• From 01 Apr. 2014, To 31 Mar. 2016

  財務委員会委員
• From 01 Apr. 2014, To 31 Mar. 2015

  評価・広報委員会委員
• From 01 Apr. 2014, To 31 Mar. 2017

  情報セキュリティ委員会委員
• From 01 Apr. 2016, To 31 Mar. 2017

  制規委員会委員
• From 01 Apr. 2016, To 31 Mar. 2017

  専攻長会議
• From 01 Apr. 2018, To 31 Mar. 2019

  企画委員会院
• From 01 Apr. 2019, To 31 Mar. 2020

  企画委員会副委員長
• From 01 Apr. 2020, To 31 Mar. 2021

  評価・広報委員会副委員長
• From 01 Apr. 2021, To 31 Mar. 2022

  評価・広報委員会委員

Academic, Social Contribution

Committee Memberships

• From 2017, To 2018

  京都賞基礎科学部門専門委員会委員, 稲盛財団
• From 2015, To 2016

  京都賞先端技術部門専門委員会委員, 稲盛財団
• From 2011, To 2012

  京都賞先端技術部門専門委員会委員, 稲盛財団
• From 2007, To 2008

  京都賞先端技術部門専門委員会委員, 稲盛財団
• From 2022, To 2023

  京都賞基礎科学部門専門委員会委員, 稲盛財団