Murata Noboru

ムラタノボル | Murata Noboru

Affiliation and department：
Job title： Professor
Homepage URL (1)： https://www.murata.eb.waseda.ac.jp

Research keywords (1)： Mathematical engineering

Research theme for competitive and other funds (20)：

2023 - 2028 Explorations into the Neurocognitive Basis of Symbolic Processing: Focusing on the Mediation System between Form and Meaning of Human Language
2022 - 2027 Analysis of transfer learning based on information geometry
2023 - 2026 脳磁図と頭蓋内脳波の時間分解MVP解析による言語の形式と意味を繋ぐシステムの解明
2019 - 2022 生命に現在の20種類の標準アミノ酸は必要か:遺伝暗号改変による理工学アプローチ
2017 - 2022 Development of machine learning method for distribution data based on information geometry

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Papers (157)：

Takeshi Kanda, Toshimitsu Aritake, Kaoru Ohyama, Kaspar E Vogt, Yuichi Makino, Thomas McHugh, Hideitsu Hino, Shotaro Akaho, Noboru Murata. Hawkes process modeling quantifies complicated firing behaviors of cortical neurons during sleep and wakefulness. 2023
Hideitsu Hino, Shotaro Akaho, Noboru Murata. Geometry of EM and related iterative algorithms. Information Geometry. 2022
Mizuo Nagayama, Toshimitsu Aritake, Hideitsu Hino, Takeshi Kanda, Takehiro Miyazaki, Masashi Yanagisawa, Shotaro Akaho, Noboru Murata. Detecting cell assemblies by NMF-based clustering from calcium imaging data. Neural Networks. 2022
Toshimitsu Aritake, Hideitsu Hino, Shigeyuki Namiki, Daisuke Asanuma, Kenzo Hirose, Noboru Murata. Fast and robust multiplane single-molecule localization microscopy using a deep neural network. Neurocomputing. 2021. 451. 279-289
Kanae Oda, Ryota Kawamata, Shinji Wakao, Noboru Murata. Fast Multi-Objective Optimization of Magnetic Shield Shape by Combining Auto-Encoder and Level-Set Method. IEEE Transactions on Magnetics. 2021. 57. 7

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MISC (93)：

Sho Sonoda, Isao Ishikawa, Masahiro Ikeda, Kei Hagihara, Yoshihiro Sawano, Takuo Matsubara, Noboru Murata. The global optimum of shallow neural network is attained by ridgelet transform. 2018
New Lerning Algorythm of Neural Network using Integral Representation and Kernel Herding. 2017. 116. 500. 25-31
Estimation of Neural Connections from partially observed spikes. 2016. 116. 313. 21-26
Transportation aspect of infinitely deep denoising autoencoder. 2016. 116. 300. 297-304
A Higher Order Local Intrinsic Dimension Estimator by Regression Analysis. 2016. 116. 209. 233-240

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Books (11)：

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Professional career (1)：

Association Membership(s) (3)：

The Iron and Steel Institute of Japan , 計測自動制御学会 , 電子情報通信学会

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