Kazushi Mimura

Last updated: Apr. 1,'17
Japanese version is here.



Faculty of Information Sciences, Hiroshima City University
Ohtsukahigashi 3-4-1, Asaminami-ku, Hiroshima 731-3194 Japan
Phone: +81-82-830-1827 (direct)
Phone: +81-82-830-1500 (general office)
Fax: +81-82-830-1827
E-mail: mimura (to be followed by @hiroshima-cu.ac.jp)


News:

Research Interests:


Publications:

Book chapter:
  1. (coauthor) Mimura,K.,
    Mathematical engineering hand book,
    Asakura Publishing, 4.2, pp. 73-78, ISBN978-4-254-28003-6 (in Japanese) (2011.11).
    asakura
    amazon

Journal papers:
  1. Mimura,K., Wadayama,T., Kabashima,Y.,
    (in preparation).

  2. Mimura,K.,
    (in preparation).

  3. Mimura,K., Wadayama,T., Tanaka,T., Kabashima,Y.,
    (in preparation).

  4. Wadayama,T., Izumi,T., and Mimura,K.,
    Bitwise MAP Estimation for Group Testing based on Holographic Transformation,
    to be published in IEICE Trans. Fundamentals.

  5. Hirabayashi,A., Inamuro,N., Nishiyama,A., and Mimura,K.,
    High-quality recovery of non-sparse signals from compressed sensing -Beyond L1 norm minimization-,
    IEICE Trans. Fundamentals., vol. E98-A, no. 9, pp. 1880--1887, Sep. 2015.
    http://search.ieice.org/bin/summary.php?id=e98-a_9_1880

  6. Mimura,K., Okada,M.,
    Generating Functional Analysis for Iterative CDMA Multiuser Detectors,
    IEEE Transactions on Information Theory, vol. 60, no. 6, 3645-3670 (2014.06).
    doi: 10.1109/TIT.2014.2313857
    PDF(1.67MB) @IEEE Xplore
    http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6778754
    http://arxiv.org/abs/1103.1439

  7. Hirabayashi,A. Sugimoto,J., Mimura,K.,
    Complex approximate message passing algorithm for two-dimensional compressed sensing,
    IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, vol. E96-A, no.12, pp. 2391 - 2397 (2013.12).
    http://search.ieice.org/bin/summary.php?id=e96-a_12_2391

  8. Osugi,A., Kashisako,M., Mimura,K.,
    Weight Distribution of a Nonlinear Code,
    Journal of the Physical Society of Japan, vol. 82, no. 11, 115003, 2 pages (2013.10).
    http://jpsj.ipap.jp/link?JPSJ/82/115003

  9. Sakai,Y., Mimura,K.,
    Robustness Evaluation of Spread-Spectrum Watermarking against Collusion Attack,
    Journal of the Physical Society of Japan, vol. 81, no. 2, 035005, 2 pages (2012.02).
    http://jpsj.ipap.jp/link?JPSJ/81/035005/

  10. Mimura,K.,
    Linear complexity lossy compressor for binary redundant memoryless sources,
    Journal of the Physical Society of Japan, vol. 80, no. 9, 093801, 4 pages (2011.08).
    PDF(157kB)
    http://jpsj.ipap.jp/link?JPSJ/80/093801/
    http://arxiv.org/abs/1107.1609

  11. Mimura,K., Cousseau,F., Okada,M.,
    Belief propagation for error correting codes and lossy compression using multilayer perceptrons,
    Journal of the Physical Society of Japan, vol. 80, no. 3, 034802, 18 pages (2011.03).
    PDF(1.43MB)
    http://jpsj.ipap.jp/link?JPSJ/80/034802/
    http://arxiv.org/abs/1102.1497

  12. Cousseau,F., Mimura,K., Okada,M.,
    Statistical mechanics of an error correcting code using monotonic and nonmonotonic tree-like multilayer perceptrons,
    Physical Review E, 81, 021104, 10 pages (2010.02).
    PDF(154kB)
    http://link.aps.org/doi/10.1103/PhysRevE.81.021104
    http://arxiv.org/abs/0811.3476

  13. Mimura,K., Coolen,A.C.C.,
    Parallel dynamics of disordered Ising spin systems on finitely connected directed random graphs with arbitrary degree distributions,
    Journal of Physics A: Mathematical and Theoretical, vol. 42, 415001, 18 pages (2009.09).
    PDF(323kB)
    http://www.iop.org/EJ/abstract/1751-8121/42/41/415001/
    http://arxiv.org/abs/0907.1699

  14. Mimura,K.,
    Typical performance of irregular low-density generator-matrix codes for lossy compression,
    Journal of Physics A: Mathematical and Theoretical, vol. 42, 135002, 11 pages (2009.03).
    PDF(169kB)
    http://www.iop.org/EJ/abstract/1751-8121/42/13/135002
    http://arXiv.org/abs/0810.5308

  15. Mimura,K.
    Parallel dynamics of continuous Hopfield model revisited,
    Journal of the Physical Society of Japan, 78, 3, 033001, 4 pages (2009.02).
    PDF(115kB)
    http://jpsj.ipap.jp/link?JPSJ/78/033001/
    http://arxiv.org/abs/cond-mat/0607436

  16. Cousseau,F., Mimura,K., Omori,T., Okada,M.,
    Statistical mechanics of lossy compression for nonmonotonic multilayer perceptrons,
    Physical Review E, 78, 021124 (2008.8).
    PDF(325kB)
    http://link.aps.org/abstract/PRE/v78/e021124
    http://arxiv.org/abs/0807.4009

  17. Mimura,K., Okada,M.,
    Statistical mechanics of lossy compression using multilayer perceptrons,
    Physical Review E, 74, 026108, 11 pages (2006.08).
    PDF(174kB)
    http://link.aps.org/abstract/PRE/v74/e026108
    http://arxiv.org/abs/cond-mat/0508598

  18. Mimura,K., Okada,M.,
    Generating functional analysis of CDMA detection dynamics,
    Journal of Physics A: Mathematical and General, vol. 38, 9917 - 9929 (2005.11).
    PDF(167kB)
    http://www.iop.org/EJ/abstract/0305-4470/38/46/002
    http://arxiv.org/abs/cond-mat/0507440

  19. Mimura,K., Kawamura,M., Okada,M.,
    The path-integral analysis of an associative memory model storing an infinite number of finite limit cycles,
    Journal of Physics A: Mathematical and General, vol. 37, 6437 - 6454 (2004.06).
    PDF(212kB)
    http://www.iop.org/EJ/abstract/0305-4470/37/25/002
    http://arxiv.org/abs/cond-mat/0310268

  20. Mimura,K., Kimoto,T., Okada,M.,
    Synapse efficiency diverges due to synaptic pruning following over-growth,
    Physical Review E, 68, 031910, 15 pages (2003.09).
    (selected for issue of the Virtual Journal of Biological Physics Research vol. 6, issue 7 (2003.9). )
    PDF(184kB)
    http://link.aps.org/abstract/PRE/v68/e031910
    http://ojps.aip.org/dbt/dbt.jsp?KEY=VIRT02&Volume=6&Issue=7
    http://arxiv.org/abs/cond-mat/0207545

  21. Mimura,K.,Okada,M.,
    Storage capacity of simple perceptron for different input and output biases,
    IEICE Trans., J85-DII,No.9, 1494-1496 (2002.09). (in Japnese)
    PDF(111kB)

  22. Mimura,K., Okada,M., Kurata,K.,
    Associative memory model with forgetting process using nonmonotonic neurons,
    IEICE Trans. on Information and systems, E81-D, No.11, 1298-1304 (1998.11).
    PDF(518kB)
    http://search.ieice.org/bin/summary.php?id=e81-d_11_1298&category=D&lang=E&year=1998&abst=

  23. Mimura,K., Okada,M., Kurata,K.,
    Robustness to noise of associative memory using nonmonotonic analogue neurons,
    IEICE Trans. on Information and systems, E81-D, No.8, 928-932 (1998.08).
    PDF(389kB)
    http://search.ieice.org/bin/summary.php?id=e81-d_8_928&category=D&lang=E&year=1998&abst=

  24. Mimura,K., Okada,M., Kurata,K.,
    Capacity of autocorrelation associative memory with quantized synaptic weight,
    Systems & Computers in Japan, 27, 55-63 (1996.01).
    PDF(573kB)
    abstract

  25. Mimura,K., Okada,M., Kurata,K.,
    Storage capacity of auto-correlation type associative memory with quantized synaptic weight,
    IEICE Trans. J78-D-II,No.6, 946-953 (1995.06). (in Japanese)

  26. Mimura,K., Okada,M.,
    The S/N analysis of associative memory - sign alternating and pairing memorization method -,
    JNNS (Japanese Neural Network Society) Trans. 2, 38-42 (1995.06). (in Japanese)

  27. Okada,M., Mimura,K., Kurata,K.,
    Associative Memory with Forgetting Process - Analysis by Statistical Neurodynamics -,
    IEICE Trans. J77-D-II, No.6, 1178-1180 (1994.06). (in Japanese)

  28. Okada,M., Mimura,K., Kurata,K.,
    Sparse Coding and Threshold,
    IEICE Trans. J77-D-II, No.9, 1934-1936 (1994.09). (in Japanese)

     (acrobat reader is here.)

Tutorial papers:
  1. Mimura,K.
    Recent Development of Compressed Sensing - Spatial Coupling, Robust Iterative Reconstruction, Dictionary Learning -,
    ISCIE Trans., vol. 60, no. 3, pp. 99--106, Mar. 2016. (in Japanese)
    http://ci.nii.ac.jp/organ/journal/INT1000001621_ja.html

  2. Mimura,K.,
    Theory of Neural Networks and Coding,
    JNNS (Japanese Neural Network Society) Trans., vol. 13, no. 1, 19-27, Mar. 2006. (in Japanese)
    PDF(165kB)(preprint)
    http://www.jnns.org/journal/2006-3mokuji.html

  3. Mimura,K.,
    Common feature of associative memory and mobile phone,
    JNNS (Japanese Neural Network Society) Trans., vol. 12, no. 4, 216 - 222, Dec. 2005. (in Japanese)
    PDF(120kB)(preprint)
    http://www.jnns.org/journal/2005-12mokuji.html

International conferences:
  1. Mimura,K. and Wadayama,T.,
    Distance Distribution of Nonlinear Codes in Nonlinear Measurement Systems,
    (submitted)

  2. Kitazono,T., Mimura,K.,
    Upper Bounds for the Number of Solutions to Spatially Coupled Sudokus,
    submitted to ISITA2016.
    http://www.isita.ieice.org/2016/

  3. Mimura,K., (INVITED)
    On Introducing Damping to Bayes Optimal Approximate Message Passing for Compressed Sensing,
    Proc. of APSIPA Annual Summit and Conference 2015 (APSIPA ASC 2015), pp. 659--662, Dec. 2015.
    http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7415352
    http://www.apsipa2015.org

  4. Wadayama,T., Izumi,T., and Mimura,K.,
    Bitwise MAP Estimation for Group Testing based on Holographic Transformation,
    Proc. of International Syposium on Information Theory 2015 (ISIT2015), pp.2787-2791, Jun. 2015.
    http://www.isit2015.org
    http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7282964

  5. Mimura,K.,
    Distance Distribution of a Nonlinear Random Code using Nonlinear Functions,
    Proc. of Asia Europe Workshop 9 (AEW9), May. 2015.
    http://www.ieice.org/ess/sita/AEW9/

  6. Hirabayashi,A., Inamuro,N., Mimura,K., Kurihara,T., and Homma,T.,
    Compressed sensing MRI using sparsity induced from adjacent slice similarity,
    Proc. of International Conference on Sampling Theory and Applications 2015 (SampTA2015), May. 2015.
    http://www.american.edu/cas/mathstat/sampta2015/
    http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7148898

  7. Nishiyama,A., Yamanaka,Y., Hirabayashi,A., and Mimura,K.,
    Beyond L1 norm minimization – High quality recovery of non-sparse compressible signals,
    to be published in Proceedings of the 2014 Asia-Pacific Signal and Information Processing Association (APSIPA2014, Angkor Wat, Cambodia), 5 pages (2014.12).
    http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7041607
    http://www.apsipa2014.org/
    10.1109/APSIPA.2014.7041607

  8. Umehara,T., Mimura,K. and Hirabayashi,A.,
    A Method for Single Frame Super Resolution with Inpainting Based on Sparse Dictionary Learning,
    to be published in Proceedings of the 2014 Asia-Pacific Signal and Information Processing Association (APSIPA2014, Angkor Wat, Cambodia), 5 pages (2014.12).
    http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7041734
    http://www.apsipa2014.org/
    10.1109/APSIPA.2014.7041734

  9. Hirabayshi,A., Sugimoto,J., Mimura,K.,
    Approximate Message Passing Algorithm for Complex Separable Compressed Imaging,
    Proceedings of the 2013 Asia-Pacific Signal and Information Processing Association (APSIPA2013, Kaohsiung, Taiwan) 89, 5 pages (2013.10).
    http://www.apsipa2013.org/

  10. Mimura,K., Wadayama,T. and Kabashima,Y.
    Average Growth Rate of Low-Density Generator-Matrix Codes Ensembles,
    Proceedings of the 2012 IEEE International Symposium on Information Theory and its Applications (ISITA2012, Honolulu, US), 322 - 326, (2012.10).
    http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6400946
    http://www.sita.gr.jp/isita2012/

  11. Mimura,K.,
    Generating Functional Analysis of Iterative Algorithms for Compressed Sensing,
    Proceedings of the 2011 IEEE International Symposium on Information Theory (ISIT2011, Saint Petersburg, Russia), 1432-1436 (2011.08.02)
    http://dx.doi.org/10.1109/ISIT.2011.6033776
    http://www.isit2011.org/

  12. Mimura,K., Wadayama,T., Tanaka,T. and Kabashima,Y.,
    Average Error Exponent of Undetected Error Probability of Binary Matrix Ensembles,
    Proceedings of the 2011 IEEE International Symposium on Information Theory (ISIT2011, Saint Petersburg, Russia), 1387-1391 (2011.08.02)
    http://dx.doi.org/10.1109/ISIT.2011.6033766
    http://www.isit2011.org/

  13. Mimura,K. and Wadayama,T.,
    Average Error Exponent of Undetected Error Probability of Binary Matrix Ensembles,
    Poster presentation in the 2010 IEEE International Symposium on Information Theory (ISIT2010, Austin, US) (not published) (2010.06).
    http://www.isit2010.org/

  14. Mimura,K., Coolen,A.C.C.,
    Generating functional analysis of LDGM channel coding with many short loops,
    to be published in Proceedings of the 2009 IEEE International Symposium on Information Theory (ISIT2009, Seoul, Korea), 1829-1833 (2009.06-2009.07).
    http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=5205248&arnumber=5205377&count=589&index=371
    http://www.isit2009.info/

  15. Mimura,K.,
    Typical performance of irregular LDGM codes for lossy compression,
    Proceedings of the 2008 IEEE International Symposium on Information Theory and its Applications (ISITA2008, Auckland, New Zealand), 595-599 (2008.12).
    http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=4895364&arnumber=4895480&count=300&index=115
    http://www.sita.gr.jp/isita2008/

  16. Mimura,K.,
    Decoupling principle in CDMA iterative multiuser detection algorithms,
    Poster presentation in the 2008 IEEE International Symposium on Information Theory (ISIT2008, Toronto, Canada) (not published) (2008.07).
    http://www.isit2008.org/

  17. Cousseau,F., Mimura,K., Okada,M.,
    Statistical mechanics of lossy compression for nonmonotonic multilayer perceptrons,
    Proceedings of the 2008 IEEE International Symposium on Information Theory (ISIT2008, Toronto, Canada), 509-513 (2008.07).
    http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=4594928&arnumber=4595038&count=570&index=109
    http://www.isit2008.org/

  18. Mimura,K., Okada,M.,
    Generating functional analysis of CDMA soft-decision multiuser detector,
    Proceedings of the 2007 IEEE International Symposium on Information Theory (ISIT2007, Nice, France), 2076-2080 (2007.06).
    http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=4557062&arnumber=4557159&count=609&index=96
    http://www.isit2007.org/

  19. Mimura,K., Okada,M.,
    Generating functional analysis of CDMA multiuser detection dynamics,
    Proceedings of the 2006 IEEE International Symposium on Information Theory (ISIT2006, Seattle, US), 2373-2377 (2006.07).
    http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=4035896&arnumber=4036395&count=609&index=495
    http://www.isit2006.org/

  20. Mimura,K., Okada,M., Kurata,.K.,
    Robustness to noise of associative memory using nonmonotonic analogue neurons,
    Proceedings of the 1993 Internatinal Joint Conference on Neural Networks (IJCNN93, Nagoya, Japan), 3 2559-2562 (1993.10).
    http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=15470&arnumber=714246&count=242&index=121

  21. Okada,M., Mimura,K., Kurata,.K.,
    Sparsely encoded associative memory - static synaptic noise and static threshold noise -,
    Proceedings of the 1993 Internatinal Joint Conference on Neural Networks (IJCNN93, Nagoya, Japan), 3, 2624-2627 (1993.10).
    http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=15470&arnumber=714262&count=242&index=137

Invited talk:
  1. Mimura,K.,
    "Compressed Sensing - Sparse Signal Recovery and Algorithms -",
    Research Institute for Mathematical Sciences (RIMS), Kyoto univ. (2011.10.20)

  2. Mimura,K.,
    DEX-SMI workshop "Statistical mechanics of finitely connected systems",
    Hokkaido univ. (2009.02.22)

Seminars:
  1. Mimura,K.
    Reconstruction Methods for Compressed Sensing - belief propagation based iterative algorithm -,
    Pattern Recognition Group, Yamaguchi univ. (2011.06.16)

  2. Mimura,K.
    Introduction to Statistical Mechanical Infomatics,
    Sakaniwa lab, Tokyo Institute of Technology (2011.02.20)

  3. Mimura,K.
    2 topics concerning arbitrary degree distributions
    - Ising model on finitely connected random graph and LDGM codes for lossy compression -,
    Mathematics Department Disordered Systems Group, King's college, University of London,
    London, UK (2008.11.10)

  4. Mimura,K.
    Generating functional analysis of belief propagation,
    Neural Computing Research Group (NCRG), Aston University,
    Birmingham, UK (2008.10.31)

  5. Mimura,K.
    Generating functional analysis of belief propagation,
    Mathematics Department Disordered Systems Group, King's college, University of London,
    London, UK (2008.09.24)

  6. Mimura,K.,
    Generating functional analysis of Sourlas codes,
    Takumi-Wadayama lab,Nagoya Institute of Technology (2007.07.27)

  7. Mimura,K.,
    Statistical mechanics of mobile phones,
    the 11th Machikaneyama colloquium,
    Large-Scale Computational Science Division,Cyberemedia Center, Osaka University (2007.01.31)

etc...

Social actitivities:

Brief CV:


Kazushi Mimura
Nationality: Japan
Place of birth: Hyogo pref., Japan



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Kazushi Mimura, Hiroshima-cu