Journal Paper (Refereed)

  1. Masatoshi Sekine and Hakaru Tamukoh “Circuit Examples in Image and Voice Recognition, Voice Synthesis, High Performance Computations, and Network Video Codec with TCP/IP,” The Journal of the Institute of Electronics, Information adn Communication Engineers, vol.96, no.2, pp.105-110, 2013. (Review Paper)
  2. Masatoshi Sekine, Hakaru Tamukoh and Jiang Li, “Hardware/Software Complex System Model for Brain Process by Configurable Circuits,” International Journal on Computing, vol.3, no.1, pp.1-7, 2013.
  3. Hakaru Tamukoh, Hideaki Kawano, Noriaki Suetake, Byungki Cha, and Takashi Aso, “Fast Image-Enlargement Algorithm for the Augmentation of the High-Frequency Component by Employing a Hierarchical Predefined Codebook,” International Journal of innovative Computing Information and Control, vol.9, no.2, pp.903-914, Feb., 2013.
  4. Masatoshi Sekine, Hakaru Tamukoh, J. Li, K. Manabe, T. Suzuki, K. Okamot, B. Ogasawara, R. Uegaki, K. Fujita, Y. Atsumari, “Brain Process: Hardware/Software Complex System Using Logic Circuits in FPGA Array Named Vocalise,” Journal of Procedia Engineering, vol.50, pp.253-264, 2012.
  5. Hakaru Tamukoh, Keiichi Horio, Takeshi Yamakawa and Masatoshi Sekine “Rough-winner-take-all for Hardware Oriented Vector Quantization Alogrithm,” IEICE Electronics Express, vol.8, no.11, pp.773-779, June, 2011.
  6. Hakaru Tamukoh, Ryosuke Kurogi, Kentaro Hanai, Masashi Watanabe, Soichiro Matsusita, Yuichi Kobayashi and Masatoshi Sekine, “Internet Booster: A Novel Web Application Employing Network Deliverable hw/sw Complex System,” IEICE Trans. on Information and Systems vol.J93-D, no.10, pp.2139-2147, Oct. 2010. (wrriten in Japanese).
  7. Hideaki Kawano, Hakaru Tamukoh, Noriaki Suetake, Byungki Cha, and Takashi Aso “Image Enlargement with High-Frequency Component Augmentation Based on Predefined Codebook Describing Edge Blurring Properties,” Optical Review, vol.17, no.5, pp.447-453, 2010.
  8. Satoshi Sonoh, Shuji Aou, Keiichi Horo, Hakaru Tamukoh, Takanori Koga, and Takeshi Yamakawa, “A Human Robot Interaction by a Model of the Emotional Learning in the Brain,” Journal of Automation, Mobile Robotics & Intelligent Systems, vol.4, no.2, pp.48-54, 2010.
  9. Syuji Kaneko,Hakaru Tamukoh, Kazuhiro Tokunaga, Tetsuo Furukawa, “Hardware Implementation of Higher Rank of Self-Organizing Maps” Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, vol,21, no.5, pp.870-883, 2009. (wrriten in Japanese, English abstract is available in p.883).
  10. Tomokazu Hiratsuka, Hakaru Tamukoh, Keiichi Horio, Takeshi Yamakawa, “A Novel Selection Circuit Based on Rough Comparison Method for Genetic Algorithms Hardware,” IEEJ Trans. EIS, vol,128, no.3, pp.352-362, 2008.
  11. Hakaru Tamukoh, Keiichi Horio and Takeshi Yamakawa, “A bit-shifting-based fuzzy inference for self-organizing relationship (SOR) network,” IEICE Electronics Express, vol. 4, No.2, pp.60-65, 2007.
  12. Hakaru Tamukoh, Keiichi Horio and Takeshi Yamakawa, “Fast Learning Algorithms for Self-Organizing Map Employing Rough Comparison WTA and its Digital Hardware Implementation,” IEICE Trans. on Electronics, vol.E87-C, no.11, pp.1787-1794, 2004.

Edited Books (Refereed)

  1. Hakaru Tamukoh and Masatoshi Sekine “A Dynamically Reconfigurable Platform for Self-Organizing Neural Network Hardware,” K. W. Wong et al. (Eds.): ICONIP 2010, Part II, Lecture Note in Computer Science, vol.6444, pp.439-446, 2010.
  2. Naoki Shimo, Shaoning Pang, Keiichi Horio, Nikola Kasabov, Hakaru Tamukoh, Takanori Koga, Satoshi Sonoh, Hirohisa Isogai and Takeshi Yamakawa, “Effective and Adaptive Learning Based on Diversive/Specific Curiosity,” Brain-Inspired Information Technology. Studies in Computational Intelligence, vol.266, pp.171-175, Springer-Verlag, 2009.
  3. Satoshi Sonoh, Shuji Aou, Keiichi Horio, Hakaru Tamukoh, Takanori Koga, Naoki Shimo and Takeshi Yamakawa, “Emotional Behavior and Expression Based on a Neural Network Model of Amygdala,” Brain-Inspired Information Technology. Studies in Computational Intelligence, vol.266, pp.165-170, Springer-Verlag, 2009.
  4. Hakaru Tamukoh, Keiichi Horio and Takeshi Yamakawa, “Membership function generator based on bit-shift operation for self-organizing relationship (SOR) network,” Brain-Inspired IT III. Invited and selected papers of “BrainIT 2006”, pp.180-183, Elsevier B.V., 2007.
  5. Tomokazu Hiratsuka, Hakaru Tamukoh, Keiichi Horio and Takeshi Yamakawa, “A new selection circuit based on rough comparison method for GA hardware,” Brain-Inspired IT III. Invited and selected papers of “BrainIT 2006”, pp.298-301, Elsevier B.V., 2007.
  6. Tetsuo Furukawa, Kazuhiro Tokunaga, Syozo Yasui, Hakaru Tamukoh, Kazuo Ishii, Masumi Ishikawa, Keiichi Horio and Kiyohisa Natsume, “Modular network self-organizing map: Can it be an artificial cortex?,” Brain-Inspired IT III. Invited and selected papers of “BrainIT 2006”, pp. 43-47, Elsevier B.V., 2007.
  7. Hirohisa Isogai, Naoki Shimo, Keiichi Horio, Hakaru Tamukoh, Satoshi Sonoh, and Takeshi Yamakawa, “Autonomous decision with curiosity and dynamic goal setting,” Brain-Inspired IT III. Invited and selected papers of “BrainIT 2006”, pp.60-63, Elsevier B.V., 2007.
  8. Hakaru Tamukoh, Keiichi Horio and Takeshi Yamakawa, “A Digital Hardware Architecture of Self-Organizing Relationship (SOR) Network,” King et al. (Eds.): ICONIP 2006, Lecture Note in Computer Sciences, vol.4234, pp.1168-1177, 2006.

Conference (Refereed)

  1. Hakaru Tamukoh and Masatoshi Sekine, “Design of Networked hw/sw Complex System using Hardware Object Model and its Application,” Proc. of the 39th Annual Conf. of the IEEE Industrial Electronics Society, 2013, accepted.
  2. Y. Suedomi, H. Tamukoh, M. Tanaka, K. Matsuzaka and T. Morie, “Parameterized Digital Hardware Design of Pulse-coupled Phase Oscillator Model toward Spike-based Computing,” Proc. of the 20th Int. Conf. on Neural Information Processing, 2013, accepted.
  3. Kotoko Fujita, Nadav Bergstein, Hakaru Tamukoh and Masatoshi Sekine, “A TCP/IP Hardware Stack Directly Connectable to WEB Application Circuit,” Proc. of IEEE Symposium on Low-Power and High-Speed Chips (COOL Chips XVI), in CD-ROM, Apr. 2013, Yokohama (Best Feature Award).
  4. Hakaru Tamukoh, Hideaki Kawano, Noriaki Suetake, Masatoshi Sekine, Byungki Cha, and Takashi Aso, “A Data Embedded Reduction Image Generation Method for High-Quality Image Enlargement,” Proc. of 7th WSEAS International Conference on Circuits, Systems, Signal and Telecommunications (CSST ’13), Jan. 2013, Milan, Italy.
  5. Ryosuke Kubota and Hakaru Tamukoh, A Modified Prticle Swarm Optimization Considering Component Combined with Personal Best Positions,” Proc. of 7th WSEAS International Conference on Circuits, Systems, Signal and Telecommunications (CSST ’13), Jan. 2013, Milan, Italy.
  6. Hakaru Tamukoh, Masatoshi Sekine, Go Tanaka and Noriaki Suetake, “A look-Up Table-based Lightness Modification for Increasing Visibility of Dichromats,” Proc. of Int. Workshop on Smart Info-Media Systems in Asia (SISA2012), pp.39-42, Sep. 2012, Bangkok, Thailand.
  7. Jiang Li, Hakaru Tamukoh and Masatoshi Sekine, “Hardware Accelerated WEB Platform based on FPGA Array Server and Mobile FPGA Card,” Proc. of 3rd International Conference on Internet Technology and Applications (iTAP2012), 4 pages in CD-ROM, Aug. 2012, Wuhan, China.
  8. Jiang Li, Kenichi Takahashi, Hakaru Tamukoh and Masatoshi Sekine, “2D/3D FPGA Array for Brain Process and Numerical Computation,” Proc. of 8th International Conference on Natural Computation (ICNC’12), pp.16-19, May 2012, Chongqing, China.
  9. Hakaru Tamukoh, Nadav Bergstein, Kotoko Fujita and Masatoshi Sekine, “Live Demonstration: “Internet Booster” A Novel WEB Application Platform Accelerated by Reconfigurable Virtual Hardware Circuits,” Proc. of IEEE International Symposium on Circuit and Systems (ISCAS2012), p.76, May 2012, Korea, (accepted for live demonstration session).
  10. Jiang Li, Kenichi Takahashi, Hakaru Tamukoh and Masatoshi Sekine, “Distributed Computing Circuits in Scalable 2D/3D FPGA Array for 2D/3D Poisson Equation Problem,” Proc. of IEEE Symposium on Low-Power and High-Speed Chips COOL Chips XV, 2 pages in CD-ROM, Apr. 2012, Yokohama (Best Feature Award).
  11. Hakaru Tamukoh, Masatoshi Sekine, “High-Performance WEB Application Accelerated by Networked hw/sw Complex System and Virtual Hardware Circuit,” Keynote Speech of Int. Symposium on Semiconductor Manufacturing Intelligence, 6 pages in CD-ROM, Jan. 2012, Taiwan, (招待講演).
  12. Hakaru Tamukoh, Hideaki Kawano, Noriaki Suetake, Masatoshi Sekine, Byungki Cha, and Takashi Aso “An FPGA Implementation of Hierarchal Predefined Codebook based Image Enlargement,” Proc. of Int. Workshop on Advanced Image Technology, pp.622-625, Jan. 2012, Ho Chi Minh City.
  13. Hakaru Tamukoh, Hideaki Kawano, Noriaki Suetake, Masatoshi Sekine, Byungki Cha, and Takashi Aso “Hierarchal Predefined Codebook for High-Frequency Component Augmentation Image Enlargement,” Proc. of 4th Pacific-rim Symposium on Image and Video Technology (PSIVT2010), Nov., pp.294-299, 2010. Singapore.
  14. Hakaru Tamukoh, Kentaro Hanai, Ryosuke Kurogi, Soichiro Matsushita, Masashi Watanabe, Yuichi Kobayashi, and Masatoshi Sekine “Internet Booster: A Networked Hw/Sw Complex System and Its Application to Hi-Performance WEB Application,” Proc. of World Automation Congress (WAC2010), 7th International Forum on Multimedia and Image Processing, 6 pages in CD-ROM, Sep., 2010. Kobe.
  15. Hideaki Kawano, Hakaru Tamukoh, Noriaki Suetake, Byungki Cha, and Takashi Aso “Image Enlargement with High-Frequency Component Augmentation Based on Predefined Codebook Describing Edge Blurring Properties,” Proc. of Int. Workshop on Advanced Image Technology, 4 pages in CD-ROM, Jan. 11-12, 2010. Kuala Lumpur, Malaysia.
  16. Satoshi Sonoh, Keiichi Horo, Hakaru Tamukoh, Takanori Koga, Naoki Shimo, and Takeshi Yamakawa, “An implementation of intrinsic emotions on an autonomous robot with the emotional expression model of amygdala,” Proc. of Joint 4th International Conference on Soft Computing and Intelligent Systems and 8th International Symposium on advanced Intelligent Systems (SCIS & ISIS 2008), pp.1894-1899, Sept. 2008. Nagoya.
  17. Keiichi Horio, Naoki Shimo, Hakaru Tamukoh, Takanori Koga, Satoshi Sonoh and Takeshi Yamakawa, “Diversive and Specific Curiosities for Effective Learning,” Proc. of Joint 4th International Conference on Soft Computing and Intelligent Systems and 8th International Symposium on advanced Intelligent Systems (SCIS & ISIS 2008), pp.1912-1915, Sept. 2008. Nagoya.
  18. Kenji KUDO, Hakaru Tamukoh, Rika SATO and Masatoshi SEKINE, “Half-negation pulse logic implemented on hardware/software complex system,” Proc. of 5th International Symposium on Management Engineering (ISME2008), pp.397-404, Mar. 2008, Kitakyushu. (Excellent Paper Award).
  19. Kenji KUDO, Hakaru Tamukoh, Takanori KOGA, Rika SATO, Masatoshi SEKINE and Takeshi YAMAKAWA, “A novel vector quantization circuit employing rough-winner-take-all self-organizing neural network implemented on hardware/software complex system,” Proc. of 5th International Symposium on Management Engineering (ISME2008), pp.150-155, Mar. 2008. Kitakyushu.
  20. Hakaru Tamukoh, Takanori Koga, Keiichi Horio and Takeshi Yamakawa, “Rough-Winner-Take-All Self-Organizing Neural Network for Hardware Oriented Vector Quantization Algorithm” Proc. of the 50th IEEE International Midwest Symposium on Circuits and Systems (IEEE-MWSCAS 2007), pp.349-352, August 2007. Montreal.
  21. Satoshi Sonoh, Shuji Aou, Keiichi Horio, Hakaru Tamukoh, Takanori Koga, Naoki Shimo and Takeshi Yamakawa “Emotional behavior and expression based on a neural network model of amygdala” Abstract of the 4th International Conference on Brain-Inspired Information Technology (BrainIT 2007), p.36, Nov. 2007. Kitakyushu.
  22. Satoshi Sonoh, Shuji Aou, Keiichi Horio, Hakaru Tamukoh, Takanori Koga, Naoki Shimo, Ryota Nishioka, Mitsuru Doi and Takeshi Yamakawa “Training your animal-like robot by yourself: Hardware implementation of amygdala model” Abstract of the 4th International Conference on Brain-Inspired Information Technology (BrainIT 2007), p.74, Nov. 2007. Kitakyushu.
  23. Naoki Shimo, Shaoning Pang, Keiichi Horio, Nikola Kasabov, Hakaru Tamukoh, Takanori Koga, Satoshi Sonoh, Hirohisa Isogai and Takeshi Yamakawa “Effective and Adaptive Learning based on Diversive/Specific Curiosity” Abstract of 4th International Conference on Brain-Inspired Information Technology (BrainIT2007), p.37, Nov. 2007. Kitakyushu.
  24. Naoki Shimo, Shaoning Pang, Keiichi Horio, Nikola Kasabov, Hakaru Tamukoh, Takanori Koga, Satoshi Sonoh, Hirohisa Isogai and Takeshi Yamakawa “The Robot Stealing the Characteristic Behavior out of the Partner” Abstract of the 4th International Conference on Brain-Inspired Information Technology (BrainIT 2007), p.75, Nov. 2007. Kitakyushu.
  25. Hakaru Tamukoh, Keiichi Horio and Takeshi Yamakawa, “Membership Function Generator Based on Bit-Shift Operation for Self-Organizing Relationship (SOR) Network,” Abstract of The 3rd International Conference on Brain-Inspired Information Technology (BrainIT2006), p.75, 2006.
  26. Tetsuo Furukawa, Kazuhiro Tokunaga, Syozo Yasui, Hakaru Tamukoh, Kazuo Ishii, Masumi Ishikawa, Keiichi Horio, and Kiyohisa Natsume, “Modular Network Self-Organizing Map: Can it be an artificial cortex?,” Abstract of The Third International Conference on Brain-Inspired Information Technology (BrainIT2006), p.34, 2006.
  27. Hirohisa Isogai, Naoki Shimo, Keiichi Horio, Hakaru Tamukoh, Satoshi Sonoh, and Takeshi Yamakawa, “Autonomous Decision with Curiosity and Dynamic Goal Setting,” Abstract of The Third International Conference on Brain-Inspired Information Technology (BrainIT2006), p.38, 2006.
  28. Hakaru Tamukoh, Keiichi Horio and Takeshi Yamakawa, “Modified Execution Mode of Self-Organizing Relationship (SOR) Network for Efficient Digital Hardware Implementation,” Proc. of Conf. on Neuro-Computing and Evolving Intelligence (NCEI’04), pp.90-91, Dec., 2004.
  29. Hakaru Tamukoh, Takashi Aso, Keiichi Horio and Takeshi Yamakawa, “Self-Organizing Map Hardware Accelerator System and its Application to Realtime Image Enlargement,” Proc. of International Joint Conference on Neural Networks (IJCNN’04), pp.2638-2687, Jul., 2004.
  30. Hakaru Tamukoh, Takashi Aso, Keiichi Horio and Takeshi Yamakawa, “Hybrid Hardware/Software System for Codebook-Based Image Enlargement Employing Self-Organizing Map,” Proc. of World Automation Congress (WAC’04), pp.259-266, Jun., 2004.
  31. Hakaru Tamukoh, Keiichi Horio and Takeshi Yamakawa, “Fast Learning Algorithm for Self-Organizing Map and its Digital Hardware Implementation,” Proc. of Workshop on Self-Organizing Maps (WSOM’03), pp.283-286, Sep., 2003.
  32. Hakaru Tamukoh, Takashi Aso and Takeshi Yamakawa, “A Codebook-Based Real-time Video Enlargement using a SOM Hardware System,” Proc. of Workshop on Self-Organizing Maps (WSOM’03), p.53, Sep., 2003.

Domestic Meeting Papers

    Over 50 papers.