Japanese


  List of Published Papers   (Kunihiko Fukushima)


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2. Books

2.1. Books (single author)

     (Titles marked with * are written in Japanese.)
  1. * K. Fukushima: Neural Networks and Information Processing, Tokyo: Asakura Shoten (1989).
  2. * K. Fukushima: Neural Networks and Self-Organization, Tokyo: Kyoritsu Shuppan Co. (1979).
  3. * K. Fukushima: Physiology and Bionics of the Visual System, Tokyo: Inst. Electronics Commun. Engrs. Japan (present name: IEICE) (1976).

2.2. Co-authored Books

     (Only English titles are listed.)
  1. K. Fukushima: "Add-if-silent rule for training multi-layered convolutional network neocognitron",
    ICONIP 2014, Part I, LNCS 8834, eds: C.K. Loo, K.S. Yap, K.W. Wong, A. Teoh, K. Huang, pp. 78-85, Springer International Publishing Switzerland (2014).
  2. K. Fukushima: "One-shot learning with feedback for multi-layered convolutional network",
    ICANN 2014, LNCS 8681, eds: S. Wermter, C. Weber, W. Duch, T. Honkela, P. Koprinkova-Hristova, S. Magg, G. Palm, A.E.P. Villa, pp. 291-298, Springer International Publishing Switzerland (2014). https://doi.org/10.1007/978-3-319-11179-7_37
  3. K. Fukushima: "Modeling vision with the neocognitron",
    Springer Handbook of Bio-/Neuro-Informatics, Chapter I.44, ed: N.~Kasabov, pp.~765--782, Springer-Verlag Berlin Heidelberg (2014).
  4. K. Fukushima, I. Hayashi, J. Léveillé: "Neocognitron trained by winner-kill-loser with triple threshold",
    Neural Information Processing — ICONIP 2011, Part II, eds: B.-L. Lu, L. Zhang, J. Kwok, Lecture Notes in Computer Science, LNCS 7063, pp. 628-637, Berlin Heidelberg: Springer-Verlag (2011).
  5. K. Fukushima: "Increased robustness against background noise: pattern recognition by a neocognitron",
    Artificial Neural Networks: Models and Applications — ICONIP 2010, Part II, eds: K.W. Wong, B.S.U. Mendis, A. Bouzerdoum, Lecture Notes in Computer Science, LNCS 6444, pp. 574-581, Berlin Heidelberg: Springer-Verlag (2010).
  6. K. Fukushima: "Neural network capable of amodal completion",
    Artificial Neural Networks — ICANN 2008, Part II, eds: V. Kurková, R. Neruda, and J. Koutník, Lecture Notes in Computer Science, LNCS 5164, pp. 376-385, Berlin Heidelberg: Springer-Verlag (2008).
  7. K. Fukushima: "Interpolating vectors: powerful algorithm for pattern recognition",
    Neural Information Processing — ICONIP 2007, Part II , eds: M. Ishikawa, K. Doya, H. Miyamoto, T. Yamakawa, Lecture Notes in Computer Science, LNCS 4985, pp. 1-10, Berlin Heidelberg: Springer-Verlag (2008).
  8. K. Fukushima: "Recent advances in the neocognitron",
    Neural Information Processing — ICONIP 2007, Part I , eds: M. Ishikawa, K. Doya, H. Miyamoto, T. Yamakawa, Lecture Notes in Computer Science, LNCS 4984, pp. 1041-1050, Berlin Heidelberg: Springer-Verlag (2008).
  9. K. Fukushima: "Extraction of visual motion and optic flow",
    Brain-Inspired IT III, eds. K. Natsume, A. Hanazawa, T. Miki, International Congress Series, Volume 1301, pp. 75-78, Elsevier (July 2007).
  10. K. Fukushima, K. Tohyama: "Neural network model for extracting optic flow",
    Artificial Neural Networks: Biological Inspirations — ICANN 2005, eds. W. Duch, J. Kacprzyk. E. Oja, S. Zadrozny, Lecture Notes in Computer Science 3696, pp. 455-460, Berlin - Heidelberg: Springer-Verlag (2005).
  11. K. Tohyama, K. Fukushima: "Neural network model for extracting optic flow",
    Human and Artificial Intelligence Systems: From Control to Autonomy, eds. K. Murase, L. C. Jain, K. Sekiyama, T. Asakura, International Series on Neural and Artificial Intelligence, Volume 1, Adelaide, Australia: Advanced Knowledge International Pty Ltd, pp. 455-460 (2004).
  12. K. Fukushima, M. Kikuchi: "Blurring operations in neural networks for vision",
    Human and Artificial Intelligence Systems: From Control to Autonomy, eds. K. Murase, L. C. Jain, K. Sekiyama, T. Asakura, International Series on Neural and Artificial Intelligence, Volume 1, Adelaide, Australia: Advanced Knowledge International Pty Ltd, pp. 20-25 (2004).
  13. K. Fukushima: "Neural network models for vision",
    Machine Intelligence, Quo Vadis?, eds. P. Sincák, J. Vascák, K. Hirota, Advances in Fuzzy Systems — Applications and Theory, vol. 21, pp. 341-355, Singapore: World Scientific (2004).
  14. K. Fukushima: "Neural network model restoring partly occluded patterns",
    Knowledge-Based Intelligent Information and Engineering Systems, (7th International Conference, KES 2003 ), Part II, eds: V. Palade, R. J. Howlett, L. Jain, pp. 131-138, Berlin - Heidelberg: Springer-Verlag (2003).
  15. M. Kikuchi, K. Fukushima: "Assignment of figural side to contours based on symmetry, parallelism, and convexity",
    Knowledge-Based Intelligent Information and Engineering Systems, (7th International Conference, KES 2003 ), Part II, eds: V. Palade, R. J. Howlett, L. Jain, pp. 123-130, Berlin - Heidelberg: Springer-Verlag (2003).
  16. K. Fukushima: "Restoring partly occluded patterns: a neural network model with backward paths",
    Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003, eds. O. Kaynak, E. Alpaydin, E. Oja, L. Xu, pp. 393-400, Berlin - Heidelberg: Springer-Verlag (2003).
  17. K. Fukushima: "Neocognitron: a model for visual pattern recognition",
    The Handbook of Brain Theory and Neural Networks, Second Edition, ed.: M. A. Arbib, pp. 715-719, Cambridge MA, London: Bradford Book, MIT Press (2003).
  18. K. Fukushima: "Recent advances in the neocognitron",
    Knowledge-based Intelligent Information Engineering Systems & Allied Technologies — KES'2001, eds. N. Baba, L. C. Jain, R. J. Howlett, Part 1, pp. 3-9, Amsterdam: IOS Press (2001).
  19. K. Fukushima: "Neocognitron of a new version: handwritten digit recognition",
    Artificial Neural Networks — ICANN 2001, Lecture Notes in Computer Science 2130, eds. G. Dorffner, H. Bischof, K. Hornik, pp. 987-992, Berlin - Heidelberg: Springer-Verlag (2001).
  20. M. Kikuchi, K. Fukushima: "Invariant pattern recognition with eye movement: a neural network model",
    Computational Neuroscience: Trends in Research 2001, ed. James M. Bower, pp. 1359-1365, Elsevier Science (2001).
  21. K. Fukushima: "Neural network models for vision",
    Quo Vadis Computational Intelligence? — New Trends and Approaches in Computational Intelligence, eds. P. Sincák, J. Vascák, pp. 13-22, Heidelberg: Physica-Verlag (2000).
  22. K. Fukushima: "Computational intelligence and modeling neural networks" (foreword), The State of the Art in Computational Intelligence, (Proceedings of the European Symposium on Computational Intelligence, Kosice, Slovak Republic, Aug. 30-Sept. 1, 2000), eds. P. Sincák, J. Vascák, V. Kvasnicka, R. Mesiar, pp. xi-xii, Heidelberg: Physica-Verlag (2000).
  23. K. Fukushima: "Active and adaptive vision: neural network models",
    Biologically Motivated Computer Vision, Lecture Notes in Computer Science 1811, (First IEEE International Workshop, BMCV 2000, Seoul, Korea, May 2000), eds.: S.-W. Lee, H. H. Bülthoff, T. Poggio, pp. 623-634, Berlin, Heidelberg: Springer-Verlag (2000).
  24. K. Fukushima, K. Yoshimoto: "Self-organization of shift-invariant receptive fields",
    Foundations and Tools for Neural Modeling, (International Work-Conference on Artificial and Natural Networks, IWANN'99, Alicante, Spain, June 1999, Proceedings, Volume I), eds.: J. Mira, J. V. Sánchez-Andrés, pp. 806-815, Berlin, Heidelberg: Springer-Verlag (1999).
  25. H. Shouno, K. Fukushima, M. Okada: "Recognition of handwritten digits in the real world by a neocognitron",
    Knowledge-Based Intelligent Techniques in Character Recognition, eds.: L. C. Jain, B. Lazzerini, pp. 17-46, CRC Press (1999).
  26. K. Fukushima: "Active vision: neural network models",
    Brain-Like Computing and Intelligent Information Systems, eds.: N. Kasabov, S. Amari, pp. 3-24, Singapore: Springer-Verlag (1998).
  27. K. Fukushima: "Active vision: neural network models",
    Progress in Connectionist-Based Information Systems, (Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems ), eds.: N. Kasabov, R. Kozma, K. Ko, R. O'Shea, G. Coghill, T. Gedeon, Vol. 1, pp. 43-46, Singapore: Springer-Verlag (1998).
  28. H. Matsuda, M. Kikuchi, K. Fukushima: "A neural network model for detecting the motion of an object whose vertexes are masked",
    Progress in Connectionist-Based Information Systems, (Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems ), eds.: N. Kasabov, R. Kozma, K. Ko, R. O'Shea, G. Coghill, T. Gedeon, Vol. 1, pp. 18-21, Singapore: Springer-Verlag (1998).
  29. K. Fukushima, H. Hashimoto: "Recognition and segmentation of components of a face by a multi-resolution neural network",
    Artificial Neural Networks — ICANN 97, Lecture Notes in Computer Science 1327, eds.: W. Gerstner, A. Germond, M. Hasler, J.-D. Nicoud, pp. 931-936, Berlin, Heidelberg, New York: Springer-Verlag (1997).
  30. K. Fukushima: "Neocognitron",
    The Industrial Electronics Handbook, ed.: J. D. Irwin, pp. 966-974, Boca Raton, Florida: CRC Press (1997).
  31. K. Fukushima, Y. Yamaguchi, M. Okada: "Neural network model recalling spatial maps",
    Artificial Neural Networks — ICANN 96, Lecture Notes in Computer Science 1112, eds.: C. von der Malsburg, W. von Seelen, J. C. Vorbrüggen, B. Sendhoff, pp. 329-334, Berlin, Heidelberg: Springer-Verlag (1996).
  32. K. Fukushima, M. Kikuchi: "Binding of form and motion by selective attention: A neural network model",
    Brain Processes, Theories and Models: An International Conference in Honor of W. S. McCulloch 25 Years after His Death, ed.: R. Moreno-Díaz, J. Mira-Mira, pp. 436-445, Cambridge MA, London: MIT Press (1996).
  33. K. Fukushima: "Neocognitron: a model for visual pattern recognition",
    The Handbook of Brain Theory and Neural Networks, ed.: M. A. Arbib, pp. 613-617, Cambridge MA, London: Bradford Book, MIT Press (1995).
  34. K. Fukushima: "Pattern recognition with neural networks",
    Neural Modeling and Neural Networks, ed.: F. Ventriglia, pp. 283-308, Oxford, New York, Seoul, Tokyo: Pergamon Press (1994).
  35. K. Fukushima, M. Okada, K. Yamauchi, M. Ohno, K. Hiroshige: "Neocognitron with non-uniform receptive field",
    ICANN'93, eds.: S. Gielen, B. Kappen, pp. 994-997, London: Springer-Verlag (1993).
  36. K. Fukushima: "An improved neocognitron architecture and learning algorithm",
    Computational Learning and Cognition, eds.: E. B. Baum, pp. 29-43, Philadelphia: SIAM (Society for Industrial and Applied Mathematics) (1993).
  37. K. Fukushima: "Visual pattern recognition with neural networks",
    Parallel Image Analysis, Lecture Notes in Computer Science 654, eds.: A. Nakayama, M. Nivat, A. Saoudi, P. S. P. Wang, K. Inoue, pp. 16-31, Berlin, Heidelberg: Springer-Verlag (1992).
  38. K. Fukushima: "Neural network models for visual pattern recognition",
    Recent Advances in Mathematical Theory of Systems, Control, Networks and Signal Processing II, eds.: H. Kimura, S. Kodama, pp. 475-479, Tokyo: Mita Press (1992).
  39. K. Fukushima, N. Wake: "An improved learning algorithm for the neocognitron",
    Artificial Neural Networks, 2, Volume 1, eds.: I. Aleksander, J. Taylor, pp. 497-505, Amsterdam: North-Holland (1992).
  40. K. Fukushima, T. Imagawa: "Recognition and segmentation of characters in handwriting with selective attention",
    Neural Networks — Theory and Applications, eds.: R. Mammone, Y. Zeevi, pp. 113-123, Boston, San Diego, New York, London, Sydney, Tokyo, Toronto: Academic Press (1991).
  41. K. Fukushima, T. Imagawa: "Recognition and segmentation of connected characters in cursive handwriting with selective attention",
    Artificial Neural Networks, Volume 1, eds.: T. Kohonen, K. Mäkisara, O. Simura, J. Kangas, pp. 105-110, Amsterdam, New York, Oxford, Tokyo: Elsevier Science Publishers B. V. (North-Holland) (1991).
  42. K. Fukushima, N. Wake: "Alphanumeric character recognition by the neocognitron",
    Advanced Neural Computers, ed.: R. Eckmiller, pp. 263-270, Amsterdam, New York, Oxford, Tokyo: Elsevier Science Publishers B. V. (North-Holland) (1990).
  43. K. Fukushima: "Neural network models for visual pattern recognition",
    Parallel Processing in Neural Systems and Computers, eds.: R. Eckmiller, G. Hartmann and G. Hauske, pp. 351-356, Amsterdam, New York, Oxford, Tokyo: Elsevier Science Publishers B. V. (North-Holland) (1990).
  44. S. Miyake, K. Fukushima: "Self-organizing neural network with the mechanism of feedback information processing",
    Dynamic Interactions in Neural Networks: Models and Data, Research Notes in Neural Computing, Volume 1, eds.: M. A. Arbib, S. Amari, pp. 107-119, New York: Springer-Verlag (1989).
  45. K. Fukushima, S. Miyake, T. Ito: "Neocognitron: A neural network model for visual pattern recognition",
    Evolution, Learning and Cognition, ed.: Y. C. Lee, pp. 233-254, Singapore, New Jersey, London, Hong Kong: World Scientific (1988).
  46. K. Fukushima: "Neural networks and visual pattern recognition",
    Systems with Learning and Memory Abilities, eds.: J. Delacour, J. C. S. Levy, pp. 365-386, Amsterdam, New York, Oxford, Tokyo: Elsevier Science Publishers B. V. (North-Holland) (1988).
  47. K. Fukushima: "Selective attention in pattern recognition and associative recall",
    Fuzzy Computing: Theory, Hardware, and Applications, eds.: M. M. Gupta, T. Yamakawa, pp. 71-88, Amsterdam, New York, Oxford, Tokyo: Elsevier Science Publishers B. V. (North-Holland) (1988).
  48. K. Fukushima: "Neocognitron: A hierarchical network for visual pattern recognition",
    Fuzzy Computing: Theory, Hardware, and Applications, eds.: M. M. Gupta, T. Yamakawa, pp. 53-69, Amsterdam, New York, Oxford, Tokyo: Elsevier Science Publishers B. V. (North-Holland) (1988).
  49. K. Fukushima: "A hierarchical neural network model for selective attention",
    Neural Computers, NATO ASI Series, Vol. F41, eds.: R. Eckmiller, Ch. v. d. Malsburg, pp. 81-90, Berlin, Heidelberg: Springer-Verlag (1988).
  50. K. Fukushima: "Self-organizing neural network models for visual pattern recognition",
    Plasticity of the Central Nervous System, Acta Neurochirurgica, Supplementum 41, eds.: K. Sano, S. Ishii, pp. 51-67, Wien, New York: Springer-Verlag (1987).
  51. S. Miyake, K. Fukushima: "A neural network model for the mechanism of pattern information processing",
    Neural Networks for Computing, AIP Conference Proceedings 151, ed.: J. S. Denker, pp. 305-308, New York: American Institute of Physics (1986).
  52. K. Fukushima, S. Miyake: "Neocognitron: A self-organizing neural network model for a mechanism of visual pattern recognition",
    Competition and Cooperation in Neural Nets, Lecture Notes in Biomathematics 45, eds.: S. Amari, M. A. Arbib, pp. 267-285, Berlin, Heidelberg, New York: Springer-Verlag (1982).

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