Mark D. McDonnell, Shiro Ikeda and Jonathan H. Manton, ``An Introductory Review of Information Theory in the Context of Computational Neuroscience,'' Biological Cybernetics, Vol.105, No.1, pp.55-70, July 2011. (pdf)
Shiro Ikeda and Jonathan H. Manton, ``Capacity of a single spiking neuron,'' Journal of Physics: Conference Series, International Workshop on Statistical-Mechanical Informatics 2009 (IW-SMI 2009), 197:0102014, 2009.
Shiro Ikeda and Jonathan H. Manton, ``Capacity of a single spiking neuron channel,'' Neural Computation, Vol.21, No.6, pp.1714-1748, June 2009.
Masatoshi Hamada and Shiro Ikeda, ``Channel estimation and code word inference for mobile digital satellite broadcasting reception,'' IEICE Trans. on Communications, Vol.E91-B, No.12, pp.3886-3898, December 2008.
Shiro Ikeda, Toshiyuki Tanaka and Shun-ichi Amari, ``Information geometry for turbo decoding,'' Systems and Computers in Japan, John Wiley & Sons, Inc., Vol.36, No.1, pp.79-87, January 2005. (pdf)
Yutaka Sakaguchi and Shiro Ikeda, ``Motor planning and sparse motor command representation,'' Neurocomputing, Vol.70, Issues 10-12, pp.1748-1752, June 2007.
Shiro Ikeda, Toshiyuki Tanaka and Shun-ichi Amari, ``Stochastic reasoning, free energy, and information geometry,'' Neural Computation, Vol.16, No.9, pp.1779-1810, September 2004. (pdf).
Shiro Ikeda, Toshiyuki Tanaka and Shun-ichi Amari, ``Information geometry of turbo and low-density parity-check codes,'' IEEE transaction on Information Theory, Vol.50, No.6, pp.1097-1114, June 2004. (pdf)
Futoshi Asano, Shiro Ikeda, Michiaki Ogawa, Hideki Asoh and Nobuhiko Kitawaki, ``Combined approach of array processing and independent component analysis for blind separation of acoustic signals,'' IEEE transaction on Audio and Speech Processing, Vol.11, No.3, pp.204-215, May 2003.
Noboru Murata, Shiro Ikeda and Andreas Ziehe, ``An approach to blind source separation based on temporal structure of speech signals,'' Neurocomputing, Vol.41, Issue 1-4, pp.1-24, October 2001. (pdf)
Shiro Ikeda and Keisuke Toyama, ``Independent component analysis for noisy data--MEG data analysis,'' Neural Networks, Vol.13, No.10, pp.1063-1074, December 2000. (pdf)
Shiro Ikeda, ``Acceleration of the EM algorithm,'' Systems and Computers in Japan, John Wiley & Sons, Inc., Vol.31, No.2, pp.10-18, February 2000. (pdf)
Noboru Murata and Shiro Ikeda, ``EM algorithm in Neural Network Learning,'' in Michiko Watanabe and Kazunori Yamaguchi, editors, The EM Algorithm and Related Statistical Medels, chapter 8, pp.95-126, Marcel Dekker, Inc., New York/Basel, ISBN 0-8247-4701-1, 2003.
Shiro Ikeda, Toshiyuki Tanaka and Shun-ichi Amari, ``Information geometrical framework for analyzing belief propagation decoder,'' In Thomas G. Dietterich, Suzanna Becker and Zoubin Ghahramani, editors, Advances in Neural Information Processing Systems, 14, pp.407-414, MIT Press, Cambridge, MA, 2002. (pdf)
Toshiyuki Tanaka, Shiro Ikeda and Shun-ichi Amari, ``Information-geometrical significance of sparsity in Gallager code,'' In Thomas G. Dietterich, Suzanna Becker, and Zoubin Ghahramani, editors, Advances in Neural Information Processing Systems, 14, pp.527-534, MIT Press, Cambridge, MA, 2002. (pdf)
Shun-ichi Amari, Shiro Ikeda and Hidetoshi Shimokawa, ``Information geometry and mean field approximation: the alpha-projection approach,'' in Manfred Opper and David Saad, editors, Advanced Mean Field Methods -- Theory and Practice, chapter 16, pp.241-257, MIT Press, Cambridge, MA, ISBN 0-262-15054-9, April 2001. (pdf)
Shiro Ikeda, ``ICA on noisy data: A factor analysis approach,'' In Mark Girolami, editor, Advances in Independent Component Analysis, chapter 11, pp.201-215, Springer-Verlag London Ltd., ISBN 1-85233-263-8, 2000.
Shiro Ikeda, Shun-ichi Amari and Hiroyuki Nakahara, ``Convergence of the wake-sleep algorithm,'' In Michael S. Kearns, Sara A. Solla, and David A. Cohn, editors, Advances in Neural Information Processing Systems, 11, pp.239-245, MIT Press, Cambridge, MA, 1999. (pdf)
Shiro Ikeda and Yutaka Sakaguchi, ``Motor planning as an optimization of command representation,'' In Proceedings of 48th IEEE Conference on Decision and Control (2009 CDC), pp.4499-4504, Shanghai, China, December 2009.
Shiro Ikeda and Jonathan H. Manton, ``Spiking neuron channel,'' In Proceedings of 2009 IEEE International Symposium on Information Theory (ISIT 2009), pp.1589-1593, Seoul, Korea, June-July 2009. (pdf)
Yuichi Shiraishi, Kenji Fukumizu and Shiro Ikeda, ``A game theoretical analysis of combining classifiers for multi-class classification problems,'' In Proceedings of the international workshop on data-mining and statistical science (DMSS2007), ISM Report on Research and Education 25, pp.153-164, Tokyo, Japan, October 2007.
Masatoshi Hamada and Shiro Ikeda, ``Improving mobile reception of digital satellite broadcasting,'' In Proceedings of The 18th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'07), Athens, Greece, September, 2007.
Yutaka Sakaguchi and Shiro Ikeda, ``Motor planning and sparse motor command representation,'' In Proceedings of the Fifteenth Annual Computational Neuroscience Meeting (CNS*2006), p.89, Edinburgh, UK, July 2006.
Shiro Ikeda, ``Information geometry of propagation algorithms and approximate inference,'' In Proceedings of the Second International Symposium on Information Geometry and its Applications (IGAIA2), pp.308-315, Tokyo, Japan, December 2005. (pdf)
Shiro Ikeda, ``Sparse representation and piece-wise linear kernel,'' In Proceedings of Signal Processing with Adaptative Sparse Structured Representations (SPARS'05), pp.123-126, Rennes, France, November 2005. (pdf)
Shiro Ikeda, ``Information geometry of turbo and LDPC codes,'' In Proceedings of 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2005), V-1029, Philadelphia, U.S.A., March 2005. (pdf)
Shiro Ikeda, Toshiyuki Tanaka and Shun-ichi Amari, ``Information geometry of loopy BP,'' In Supplementary Proceedings of ICANN/ICONIP 2003, pp.54-57, Istanbul, Turkey, June 2003. (pdf)
Shiro Ikeda, Toshiyuki Tanaka and Shun-ichi Amari, ``Information geometry of turbo codes,'' In Proceedings of 2002 IEEE International Symposium on Information Theory (ISIT 2002), p.114, Lausanne, Switzerland, June 2002. (pdf)
Shiro Ikeda, Toshiyuki Tanaka and Shun-ichi Amari, ``Belief propagation and turbo code: Information geometrical view,'' In Proceedings of The 8th International Conference on Neural Information Processing (ICONIP'2001), pp.41-46, Shanghai, China, November 2001. (pdf)
Futoshi Asano, Shiro Ikeda, Michiaki Ogawa, Hideki Asoh and Nobuhiko Kitawaki, ``A combined approach of array processing and independent component analysis for blind separation of acoustic signals,'' In Proceedings of 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2001), MULT-P2.1, Salt Lake City, U.S.A., May 2000.
Futoshi Asano, Shiro Ikeda, Michiaki Ogawa, Hideki Asoh and Nobuhiko Kitawaki, ``Blind source separation in reflective sound field,'' In Proceedings of Workshop on Hand-Free Speech Communication 2001 (HSC2001), pp.51-54, Kyoto, Japan, April 2000.
Shigeki Kajihara, Keisuke Toyama, Shiro Ikeda, Noboru Murata, Tatsuya Kobayashi, Yoshihisa Kida and Yoshikazu Yoshida, ``Separation of MEG signal by independent component analysis,'' Proceedings of Biomag2000, Helsinki, Finland, August 2000.
Shiro Ikeda and Keisuke Toyama, ``ICA for noisy neurobiological data,'' In Proceedings of the International Joint Conference of Neural Networks (IJCNN2000) , Como, Italy, July 2000. (1201k)
Shiro Ikeda, ``Factor analysis preprocessing for ICA,'' In Proceedings of the Second International Workshop on Independent Component Analysis and Blind Signal Separation (ICA2000) , pp.327-332, Helsinki, Finland, June 2000. (pdf)
Futoshi Asano and Shiro Ikeda, ``Evaluation and real-time implementation of blind source separation system using time-delayed decorrelation,'' In Proceedings of the Second International Workshop on Independent Component Analysis and Blind Signal Separation (ICA2000) , pp.411-415, Helsinki, Finland, June 2000.
Hiroshi G. Okuno, Shiro Ikeda and Tomohiro Nakatani, ``Combining independent component analysis and sound stream segregation,'' In Proceedings of IJCAI-99 Workshop on Computational Auditory Scene Analysis, pp.92-98, Stockholm, Sweden, August 1999.
Shiro Ikeda and Noboru Murata, ``A method of ICA in time-frequency domain,'' In Proceedings of International Workshop on Independent Component Analysis and Blind Signal Separation (ICA'99) , pp.365-371, Aussions, France, January 1999. (pdf)
Shiro Ikeda and Noboru Murata, ``A method of blind separation based on temporal structure of signals,'' In Proceedings of The Fifth International Conference on Neural Information Processing (ICONIP'98) , pp.737-742, Kitakyushu, Japan, October 1998. (pdf)
Noboru Murata and Shiro Ikeda, ``An on-line algorithm for blind source separation on speech signals,'' In Proceedings of 1998 International Symposium on Nonlinear Theory and its Applications (NOLTA'98) , pp.923-926, Crans-Montana, Switzerland, September 1998. (pdf)
Shiro Ikeda and Noboru Murata, ``An approach to blind source separation of speech signals,'' In Proceedings of 1998 International Conference on Artificial Neural Networks (ICANN'98) , pp.761-766, Skövde, Sweden, September 1998. (pdf)
Shiro Ikeda, ``Acceleration of the EM algorithm,'' In Proceedings of 1997 International Symposium on Nonlinear Theory and its Applications (NOLTA'97) , pp.755-758, Hawaii, U.S.A., December 1997. (pdf)
Kaoru Nakano, Katsumi Konishi, Rui Ishiyama and Shiro Ikeda, ``A self-organizing system with cell-specialization,'' In Proceedings of 1997 IEEE International Conference on Evolutionary Computing (ICEC'97) , pp.279-284, Indianapolis, U.S.A., April 1997. (pdf)
Shiro Ikeda, ``Construct the structure of stochastic multilayer Perceptron using the model search method,'' In Proceedings of 1996 International Symposium on Nonlinear Theory and its Applications (NOLTA'96) , pp.197-200, Kouchi, Japan, October 1996. (pdf)
Shiro Ikeda and Kaoru Nakano, ``Estimate the source structure through communication,'' In Proceedings of 1995 IEEE International Conference on Neural Networks (ICNN'95) , pp.2799-2802, Perth, Australia, December 1995. (pdf)
Kaoru Nakano, Hideaki Hiraki and Shiro Ikeda, ``Learning machine that evolves,'' In Proceedings of 1995 IEEE International Conference on Evolutionary Computing (ICEC'95) , pp.808-813, Perth, Australia, December 1995. (pdf)
Shiro Ikeda, ``Construction of phoneme models - model search of hidden Markov models- ,'' In Proceedings of International Workshop on Intelligent Signal Processing and Communication Systems (ISPACS'93) , pp.82-87, Sendai, Japan, October 1993. (pdf)
Shiro Ikeda, Kaoru Nakano, and Yutaka Sakaguchi ``A robot organizing purposive behavior by itself,'' In Proceedings of International Joint Conference on Neural Networks (IJCNN'92) , Vol.I, pp.570-575, Baltimore, U.S.A., June 1992. (pdf)
Mark D. McDonnell, Shiro Ikeda and Jonathan H. Manton, ``An Introductory Review of Information Theory in the Context of Computational Neuroscience,'' arXiv:1107.2984, (Submitted on 15 July 2011 (v1)). (pdf)
Shiro Ikeda and Hidetoshi Kono, ``Phase retrieval from single biomolecule diffraction pattern,'' arXiv:1101.1442, (Submitted on 7 January 2011 (v1), 13 June 2011 (v4)). (pdf v4)
Shiro Ikeda, Kazunori Hayashi and Toshiyuki Tanaka, ``Capacity and Modulations with Peak Power Constraint,'' arXiv:1005.3889, (Submitted on 21 May 2010 (v1), 16 May 2011 (v2)). (pdf v2)
Masatoshi Hamada and Shiro Ikeda, ``Channel estimation and code word inference for mobile digital satellite broadcasting reception,'' The Institute of Statistical Mathematics, Research Memorandum, No.1077, 28 October 2008. (pdf)
Shiro Ikeda and Jonathan Manton, ``Capacity of a single neuron channel,'' The Institute of Statistical Mathematics, Research Memorandum, No.1076, 24 October 2008. (pdf)
Shiro Ikeda and Yutaka Sakaguchi, ``Motor planning as an optimization of command representation,'' The Institute of Statistical Mathematics, Research Memorandum, No.1045, 12 September 2007. (pdf)
Shiro Ikeda, ``Learning binary classifiers for multi-class problem,'' The Institute of Statistical Mathematics, Research Memorandum, No.1010, 28 September 2006. (pdf)
Masanori Kawakita, Shiro Ikeda and Shinto Eguchi, ``A bridge between boosting and a kernel machine,'' The Institute of Statistical Mathematics, Research Memorandum, No.1006, 13 September 2006. (pdf)
Yutaka Sakaguchi and Shiro Ikeda, ``Motor planning and sparse motor command representation,'' Technical report of University of Electro-Communications, UEC-IS-2006-1, September 2006. (pdf)
Shiro Ikeda, ``Sparse representation and piece-wise linear kernel,'' The Institute of Statistical Mathematics, Research Memorandum No.962, 28 October 2005. (pdf)
Shiro Ikeda, Toshiyuki Tanaka and Shun-ichi Amari, ``Stochastic reasoning, free energy and information geometry,'' The Institute of Statistical Mathematics, Research Memorandum No.890, 4 September 2003. (pdf)
Shiro Ikeda, Toshiyuki Tanaka and Shun-ichi Amari, ``Information geometry of turbo and low-density parity-check codes,'' RIKEN, BSIS Technical Reports, No.03-2, 31 January 2003. (pdf)
Shun-ichi Amari, Shiro Ikeda and Hidetoshi Shimokawa, ``Information geometry of alpha-projection in mean field approximation,'' RIKEN, BSIS Technical Reports, No.00-6, 31 May 2000. (pdf)
Shiro Ikeda and Keisuke Toyama, ``ICA for noisy neurobiological data,'' RIKEN, BSIS Technical Reports, No.00-2, 21 April 2000. (pdf)
Noboru Murata, Shiro Ikeda and Andreas Ziehe, ``An approach to blind source separation based on temporal structure of speech signals,'' RIKEN, BSIS Technical Reports, No.98-2, 13 April 1998. (pdf)
Shiro Ikeda and Jonathan Manton, ``Capacity of a single neuron channel,'' In 3rd Australian Workshop on Mathematical and Computational Neuroscience (NeuroEng2008) , page.13, Melbourne, Australia, November 2008.
Yutaka Sakaguchi and Shiro Ikeda, ``Motor planning based on sparse command representation,'' In Brain-inspired Information Technology (BrainIT 2006) , P1-8, Kitakyushu, Japan, September 2006.
Masashi Tanigawa, Kenji Yoshikawa, Keisuke Toyama, Yoshio Ohtani, Yoshimichi Ejima, Shiro Ikeda, and Shigeki Kajihara, ``Motion adaptation depresses perception of contour from motion and magnetoencephlographic (MEG) responses in V2/3 and V5,'' In 30th Annual meeting. Society for Neuroscience Abstracts , Vol.26, Part 1, page.670, New Orleans, U.S.A., November 2000.
Shigeki Kajihara, Kenji Yoshikawa, Noboru Murata, Shiro Ikeda, Masashi Tanigawa, Yoshio Ohtani, Yoshimichi Ejima and Keisuke Toyama, ``Application of independent component analysis (ICA) to magnetoencephalography,'' In 29th Annual meeting. Society for Neuroscience Abstracts , Vol.25, Part 2, page.1930, Miami, U.S.A., October 1999.
Shigeki Kajihara, Shun-ichi Amari, Shiro Ikeda, and Keisuke Toyama, ``Biosignal measuring method and apparatus,'' Patent No. US 6544170 B1, 8/Apr/2003.