Nitta Tohru

ニッタトオル | Nitta Tohru

Affiliation and department：
Homepage URL (2)： https://www2.rikkyo.ac.jp/web/tnitta/ , https://www2.rikkyo.ac.jp/web/tnitta/index-eng.html

Research field (1)： Soft computing

Research keywords (5)： Neural Network , Clifford algebra , singular point , Quaternion , Complex number

Research theme for competitive and other funds (2)：

Papers (83)：

S. Yamauch, T. Nitta, T. Ohnishi. Learning Characteristics of Reverse Quaternion Neural Network. arXiv Preprint arXiv: 2411.05816v1. 2024
Tohru Nitta. Proposal of fully augmented complex-valued neural networks. Nonlinear Theory and Its Applications, IEICE. 2023. 14. 2. 175-192
Tohru Nitta. Fully Augmented Complex-Valued Neural Networks. Proceedings of the 2022 International Symposium on Nonlinear Theory and its Applications (NOLTA2022). 2022. 248-251
Y. Okawa, S. Kanoga, T. Hoshino, 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). 2022. 3232-3235
Tohru Nitta. Spurious Local Minima of Deep ReLU Neural Networks in the Neural Tangent Kernel Regime. arXiv Preprint. 2022. arXiv:1806.04884v3

ｍore...

MISC (10)：

NITTA Tohru. Sufficient conditions for neural networks not to have critical points based on the hierarchical structure. IEICE technical report. Neurocomputing. 2013. 112. 480. 7-12
NITTA Tohru. Widely Linear Estimation in the High-Dimensional Domain. 2012. 51. 4. 384-389
NITTA Tohru. What a Single Complex-valued Neuron Can Do. The Journal of the Institute of Electronics, Information and Communication Engineers. 2004. 87. 6. 450-453
NITTA Tohru. Complex-valued Neural Networks. The Journal of the Institute of Electronics,Information and Communication Engineers. 2000. 83. 8. 612-615
TANAKA Toshio, NISHIDA Kenji, INAYOSHI Hiroaki, NITTA Tohru. An Emotion-Memory Model using Neural Networks. IEICE technical report. Neurocomputing. 2000. 100. 96. 41-48

ｍore...

Books (11)：

Complex-Valued Neural Networks: Adcances and Applications in The IEEE Press Series on Computational Intelligence, ed. Akira Hirose
Wiley-IEEE Press 2013
Efficiency and Scalability Methods for Computational Intellect, eds. Boris Igelnik and Jacek M. Zurada
Pennsylvania, Information Science Reference, USA 2013
Computational Modeling and Simulation of Intellect: Current State and Future Perspectives, ed. Boris Igelnik
Pennsylvania, Information Science Reference, USA 2011
Complex-Valued Neural Networks : Utilizing High-Dimensional Parameters
Information Science Reference, Pennsylvania, USA 2009 ISBN:9781605662145
Advances in Imaging and Electron Physics, Vol.152, eds. Peter W. Hawkes
Elsevier, Amsterdam, The Netherlands 2008

ｍore...

Lectures and oral presentations (2)：

高次元ニューラルネットワーク
(東京女子大学学会数学部会 2022)
双対数を用いたニューラルネットワークとその学習特性
(東北大学電気通信研究所共同プロジェクト研究会「高次元・時空間ニューロダイナミクスとそれに基づくシステム構築への展開」 2022)

Education (2)：

1983 - 1985 University of Tsukuba
1979 - 1983 University of Tsukuba First Cluster of Colleges,College of Natural Sciences

Professional career (1)：

Work history (8)：

2024/04 - 現在 Professor, Department of Information and Mathematical Sciences, Division of Mathematical Sciences, Tokyo Woman’s Christian University,
2023/04 - 2024/03 Professor, Department of Mathematics, Division of Mathematical Sciences, Tokyo Woman’s Christian University,
2020/04 - 2023/03 Rikkyo University
2001/04 - 2021/03 National Institute of Advanced Industrial Science and Technology
2006/04 - 2008/03 Osaka University

Show all

Committee career (1)：

Association Membership(s) (2)：

電子情報通信学会 , 日本神経回路学会

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page