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Tanaka, Toshiyuki

Graduate School of Informatics, Department of Informatics Professor

Tanaka, Toshiyuki
list
    Last Updated :2024/04/23

    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

    Website(s) (URL(s))

    researchmap URL

    list
      Last Updated :2024/04/23

      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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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
      • 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

      External funds: others

      • Study on Learning and Self-Organization of Neural Networks
      list
        Last Updated :2024/04/23

        Education

        Teaching subject(s)

        • 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

        • 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
        list
          Last Updated :2024/04/23

          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. 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
          list
            Last Updated :2024/04/23

            Academic, Social Contribution

            Committee Memberships

            • From 2022, To 2023
              京都賞基礎科学部門専門委員会委員, 稲盛財団

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