国際会議論文（査読付き）

  1. T. Nitta and H. D. Garis:"A 3D Vector Version of the Back-propagation Algorithm", Proceedings of IEEE/INNS International Joint Conference on Neural Networks, IJCNN'92-Beijing, Nov. 3-6, Vol.2, pp.511-516 (1992). 
    Pdf

  2. T. Furuya, H. Ito, T. Tanaka, T. Higuchi, T. Nitta, T. Niwa, H. Inayoshi and H. D. Garis: "Probabilistic Distributed Memory - A Memory-Based Parallel Implementation Model -", Proceedings of IEEE/INNS International Joint Conference on Neural Networks, IJCNN'92-Beijing, Nov.3-6, Vol.3, pp.607-612 (1992). 

  3. T. Nitta: "A Three-dimensional Back-propagation", Proceedings of INNS World Congress on Neural Networks, WCNN'93-Portland, July 11-15, Vol. 3, pp.572-575 (1993).

  4. T. Nitta : "A Complex Numbered Version of the Back-propagation Algorithm", Proceedings of INNS World Congress on Neural Networks, WCNN'93-Portland, July 11-15, Vol. 3, pp.576-579 (1993).

  5. T. Nitta: "Proposal of Neural Networks Based on Vector Product", Proceedings of CIE/IEEE International Conference on Neural Networks and Signal Processing, ICNNSP'93-Guangzhou, Nov. 2-5, pp.397-402 (1993).

  6. T. Nitta: "A Supervised Learning Algorithm for Neural Networks with Two-Dimensional Weights", Proceedings of CIE/IEEE International Conference on Neural Networks and Signal Processing,ICNNSP'93-Guangzhou, Nov. 2-5, pp.425-430 (1993).

  7. T. Nitta: "A Back-Propagation Algorithm for Neural Networks Based on 3D Vector Product", Proceedings of IEEE/INNS International Joint Conference on Neural Networks, IJCNN'93-Nagoya, Oct. 25-29, Vol.1, pp.589-592 (1993).  Pdf

  8. T. Nitta: "A Back-Propagation Algorithm for Complex Numbered Neural Networks", Proceedings of IEEE/INNS International Joint Conference on Neural Networks, IJCNN'93-Nagoya, Oct. 25-29, Vol.2, pp.1649-1652 (1993).

  9. T. Nitta: "An Extension of the Back-Propagation Algorithm to Three Dimensions by Vector Product'', Proceedings of 5th IEEE International Conference on Tools with Artificial Intelligence, TAI'93-Boston, Nov. 8-11, pp.460-461 (1993).

  10. T. Nitta: "Fundamental Structures of the Complex Back-Propagation Algorithm", Proceedings of NCTU/IEEE International Symposium on Artificial Neural Networks, ISANN'93-Taiwan, Dec. 20-22, pp.30-38 (1993).

  11. T. Nitta: "Ability of the 3D Vector Version of the Back-Propagation to Learn 3D Motion", Proceedings of INNS World Congress on Neural Networks, WCNN'94-SanDiego, June 4-9, Vol.3, pp.262-267 (1994). pdf

  12. T. Nitta: "An Analysis on the Learning Rule in the Complex Back-Propagation Algorithm", Proceedings of INNS World Congress on Neural Networks, WCNN'94-SanDiego, June 4-9, Vol.3, pp.702-707 (1994).

  13. T. Nitta: "Decision Boundaries of the Complex Valued Neural Networks", Proceedings of INNS World Congress on Neural Networks, WCNN'94-SanDiego, June 4-9, Vol.4, pp.727-732 (1994).

  14. T. Nitta: "Behavior of the Complex Numbered Back-Propagation Network which has Learned Similar Transformation", Proceedings of INNS World Congress on Neural Networks, WCNN'94-SanDiego, June 4-9, Vol.4, pp.765-770 (1994).

  15. T. Nitta: "Structure of Learning in the Complex Numbered Back-Propagation Network", Proceedings of IEEE International Conference on Neural Networks, ICNN'94-Orlando, June 28-July 2, Vol.1, pp.269-274 (1994).

  16. T. Nitta: "An Analysis on Decision Boundaries in the Complex Back-Propagation Network", Proceedings of IEEE International Conference on Neural Networks, ICNN'94-Orlando, June 28-July 2, Vol.2, pp.934-939 (1994).

  17. T. Nitta: "Generalization Ability of the Three-Dimensional Back-Propagation Network", Proceedings of IEEE International Conference on Neural Networks, ICNN'94-Orlando, June 28-July 2, Vol.5, pp.2895-2900 (1994).

  18. T. Nitta: "Ability of the Complex Back-propagation Algorithm to Learn Similar Transformation", Proceedings of IEEE International Conference on Neural Networks, ICNN'95-Perth, Nov. 27-Dec. 1, Vol.3, pp.1513-1516 (1995).

  19. T. Nitta: "A Quaternary Version of the Back-propagation Algorithm", Proceedings of IEEE International Conference on Neural Networks, ICNN'95-Perth, Nov. 27-Dec. 1, Vol.5, pp.2753-2756 (1995). Pdf

  20. T. Nitta: "An Extension of the Back-propagation Algorithm to Quaternions", Proceedings of International Conference on Neural Information Processing, ICONIP'96-HongKong, Sep. 25-27, Vol.1, pp.247-250 (1996).

  21. T. Nitta: "The Supremum and the Infimum of the Encouragement Factor in the Gaussian Machine", Proceedings of International Conference on Neural Information Processing, ICONIP'97-Dunedin, Nov. 24-28, Vol.1, pp.482-485 (1997).

  22. T. Nitta: "The Stability of the Solution in Fully Connected Neural Networks with the Encouragement Factor", Proceedings of International Conference on Neural Information Processing, ICONIP'98-Kitakyushu, Oct. 21-23, Vol.1, pp.518-521 (1998).

  23. K. Nishida, T. Nitta and T. Tanaka: "Emotion Memory Model", Proceedings of the 17th IASTED International Conference APPLIED INFORMATICS, Innsbruck, Austria, Feb. 15-18, pp.222-225 (1999).

  24. T. Nitta: "A Computational Model of Personality", Proceedings of Toward a Science of Consciousness, Tokyo, May 25-28, pp.29-30 (1999).

  25. H. Inayoshi, T. Tanaka, K. Nishida and T. Nitta: "Neuronoid as the coincidence detector: A New Model of Neuron Which Can Provide Neuronal Syncronization", Proceedings of Toward a Science of Consciousness, Tokyo, May 25-28, pp.48-49 (1999).

  26. T. Nitta, T. Tanaka, K. Nishida, H. Inayoshi: "Modeling Human Mind", Proceedings of IEEE International Conference on Systems, Man and Cybernetics, Tokyo, Oct. 12-15, Vol.2, pp.342-347 (1999). Pdf

  27. H. Inayoshi, T. Tanaka, K. Nishida and T. Nitta: "Neuronoid, A New Model of Neuron, Detects the Coincidence with Delays", Proceedings of IEEE International Conference on Systems, Man and Cybernetics, Tokyo, Oct. 12-15, Vol.3, pp.217-222 (1999).

  28. T. Nitta: "A Sufficient Condition for Decision Boundaries in Neural Networks with Complex Numbered Weights to Intersect Orthogonally", Proceedings of International Conference on Neural Information Processing, ICONIP'99-Perth, Nov. 16-20, Vol.1, pp.95-100 (1999).

  29. K. Nishida, T. Nitta, T. Tanaka, H. Inayoshi: "Concept Forming in Emotion-memory Model", Proceeding of 5th Joint Conference on Information Sciences (JCIS), Feb.27-March 3, New Jersey, USA, Vol.1, pp.815-818 (2000).

  30. (Invited paper) T. Nitta: "Uniqueness of Feedforward Complex-valued Neural Network with a Given Complex-valued Function", Proceedings of 5th International Conference on Knowledge-based Intelligent Information Engineering Systems & Allied Technologies, KES2001, Sep.6-8, Osaka, Part I, pp.550-554 (2001).

  31. (Invited paper) T. Nitta: "Generalization of the Complex-valued Neural Networks with the Orthogonal Decision Boundary", Proceedings of 6th International Conference on Knowledge-based Intelligent Information Engineering Systems & Allied Technologies, KES2002, Sep.16-18, Crema, Italy, Part I, pp.628-632 (2002).

  32. T. Nitta: "On the Critical Points of the Complex-valued Neural Network", Proceedings of International Conference on Neural Information Processing, ICONIP'02-Singapore, Nov. 19-22, Vol.3, pp.1099-1103 (2002).

  33. T. Nitta: "The Computational Power of Complex-valued Neuron", in Artificial Neural Networks and Neural Information Processing, Lecture Notes in Computer Science, Vol.2714, Eds. O. Kaynak et al., Springer-Verlag, Berlin Heidelberg, pp.993-1000 (2003) (Proceedings of International Conference on Artificial Neural Networks/International Conference on Neural Information Processing, ICANN/ICONIP'03-Istanbul, June 26-29).

  34. Nitta: "N-dimensional Vector Neuron", Proceedings of the IJCAI-2007 Workshop on Complex-Valued Neural Networks and Neuro-Computing: Novel Methods, Applications and Implementations, Jan. 6-12, pp.2-7 (2007). Pdf

  35. T. Nitta and Sven Buchholz: "On the Decision Boundaries of Hyperbolic Neurons", Proceedings of International Joint Conference on Neural Networks, IJCNN'08-HongKong, June 1-6, pp.2973-2979 (2008). 

  36. T. Nitta: "Widely Linear Processing of Hypercomplex Signals", Proceedings of International Conference on Neural Information Processing (Lecture Notes in Computer Science), ICONIP2011-Shanghai, Nov. 14-17, pp.519-525 (2011).

  37. T. Nitta: "Neural Networks with Comparatively Few Critical Points", Proceedings of 17th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES2013-Kitakyushu, September 9-11, pp.269-275 (2013).

  38. T. Nitta: "Plateau in a Polar Variable Complex-Valued Neuron", Proceedings of the 6th International Conference on Agents and Artificial Intelligence, ICAART2014-Anger, March 6-8, pp.526-531 (2014).

  39. T. Nitta: "On the Singularity in Deep Neural Networks", Proceedings of the 23rd International Conference on Neural Information Processing, Part IV, LNCS 9950, ICONIP2016-Kyoto, October 16-21, pp.389-398 (2016).

  40. T. Nitta and H. H. GAN: " Fundamental Structure of Orthogonal Variable Commutative Quaternion Neurons ", Proceedings of Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, SCIS & ISIS2020 (Online conference), Dec. 5-7, pp.434-436 (2020).

  41. Y. Okawa and T. Nitta: "Learning Properties of Feedforward Neural Networks Using Dual Numbers", Proceedings of 13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Tokyo, Dec. 14-17, pp.187-192 (2021).

  42. Y. Okawa, S. Kanoga, T. Hoshino and T. Nitta: "Sequential Learning on sEMGs in Short- and Long-term Situations via Self-Training Semi-Supervised Support Vector Machine", Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2022), Glasgow, UK, July 11-15, pp.3232-3235 (2022). New

  43. T. Nitta: "Fully Augmented Complex-Valued Neural Networks", Proceedings of the 2022 International Symposium on Nonlinear Theory and its Applications (NOLTA2022) (Full-Online), Dec. 12-15, pp.248-251 (2022). New

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