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J-GLOBAL ID：200901056714345889   Update date: Dec. 10, 2024

Hirose Akira

ヒロセ アキラ | Hirose Akira
Affiliation and department：
The University of Tokyo The Graduate School of Engineering, Department of Electrical Engineering and Information Systems

About The University of Tokyo The Graduate School of Engineering, Department of Electrical Engineering and Information Systems


Job title： Professor
Other affiliations (2)：
Homepage URL  (1)： http://www.eis.t.u-tokyo.ac.jp/
Research field  (9)： Medical systems ,  Biomedical engineering ,  Control and systems engineering ,  Measurement engineering ,  Electronic devices and equipment ,  Safety engineering ,  Social systems engineering ,  Sensitivity (kansei) informatics ,  Soft computing
Research keywords  (6)： Neural networks ,  Remote sensing ,  Biomedical electronics ,  AI information/signal processing ,  Electrical measurement and control ,  Wireless/Antenna electronics
Research theme for competitive and other funds  (35)：
  • 2023 - 2028 フェーザ四元数ニューロ処理に基づく偏波干渉合成開口レーダの理論構築と工学展開
  • 2018 - 2023 Construction of the engineering framework of phasor quaternion neural networks in adaptive electromagnetic-wave information processing
  • 2015 - 2018 Quaternion neural networks to deal with polarization information in electromagnetic wave and lightwave
  • 2010 - 2011 Low direction-coupling array antenna for use in plastic landmine visualization system
  • 2009 - 2011 Adaptive millimeter-wave security imaging based on complex-valued neural networks
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Papers (237)：
  • Yu Hashimoto, Ryo Natsuaki, Akira Hirose. RFI Detection Using Degree of Polarization for Polarimetric Synthetic Aperture Radar. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. 2024. 11482-11485
  • Akira Hirose, Fang Shang, Yuta Otsuka, Ryo Natsuaki, Yuya Matsumoto, Naoto Usami, Yicheng Song, Haotian Chen. Quaternion Neural Networks: A physics-incorporated intelligence framework [Hypercomplex Signal and Image Processing]. IEEE Signal Processing Magazine. 2024. 41. 3. 88-100
  • Raiki Kudo, Akira Hirose, Ryo Natsuaki. Removal of Synthetic Aperture Radar Range Ambiguity by Observing Adjacent Regions. IEEE Geoscience and Remote Sensing Letters. 2024. 21
  • Yuta Otsuka, Ryo Natsuaki, Akira Hirose. Biquaternion Fourier Domain Filter for InSAR Noise Suppression by Enhancing Polarimetric-Interferometric Fringe Patterns. IEEE Transactions on Geoscience and Remote Sensing. 2024
  • Haotian Chen, Ryo Natsuaki, Akira Hirose. Robust Symbol Detection Based on Quaternion Neural Networks in Wireless Polarization-Shift-Keying Communications. IEEE Transactions on Neural Networks and Learning Systems. 2024
ｍore...
MISC (362)：
  • ZHU Yanqi, 代田悠一郎, 濱田雅, 夏秋嶺, 廣瀬明, 廣瀬明. A Proposal of Short-Time Principal Component Analysis and Echo State Accumulation Method in Frequency Domain for Clustering of Parkinson’s Tremor. 電子情報通信学会技術研究報告(Web). 2024. 123. 417(MBE2023 68-79)
  • 東里奈, 夏秋嶺, 廣瀬明, 廣瀬明. Numerical analysis based on wrist anatomy for millimeter-wave non-invasive glucose monitoring. 電子情報通信学会技術研究報告(Web). 2024. 123. 417(MBE2023 68-79)
  • 和久井優斗, 加藤准也, 夏秋嶺, 廣瀬明. Time-series Forecasting Coding: Proposal of A New Processing Method Developed from Predictive Coding for Recurrent Neural Networks. 電子情報通信学会技術研究報告(Web). 2024. 123. 418(NC2023 43-59)
  • 橋本悠, 廣瀬明, 夏秋嶺. PolSAR RFI detection using degree of polarization. 電子情報通信学会技術研究報告(Web). 2024. 124. 56(SANE2024 1-16)
  • 河合希俊, 小西文昂, 夏秋嶺, 廣瀬明. Spatiotemporal Prediction and Anomaly Detection in Polarimetric Synthetic Aperture Radar Using Quaternion Reservoir Computing. 電子情報通信学会技術研究報告(Web). 2024. 123. 418(NC2023 43-59)
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Patents (19)：
  • 予測自己組織化マップを用いた情報処理方法および該方法を用いた受信方法
  • 領域抽出法および領域抽出装置
  • 波形劣化補償方法及び装置
  • Measurement method and device
  • Information processing device
ｍore...
Books (15)：
  • これからのバイオエンジニアリング : 機械・電気・計測・情報を学ぶ人のための生命科学入門
    羊土社 2022 ISBN:9784758121224
  • リザバーコンピューティング : 時系列パターン認識のための高速機械学習の理論とハードウェア
    森北出版 2021 ISBN:9784627855311
  • 複素ニューラルネットワーク[第2版]
    サイエンス社 2016
  • Complex-Valued Neural Networks - Advances and Applications
    2013
  • Complex-Valued Neural Networks, 2nd Edition
    2012
ｍore...
Education (2)：
  • 1991 - 現在 Ph.D. (The University of Tokyo)
  • 1991 - 現在 工学博士(東京大学)
Professional career (1)：
  • Ph.D.
Awards (29)：
  • 2023/09 - IEEE ICETCI 2023 Best Paper Award
  • 2022/07 - IEEE Geoscience and Remote Sensing Society Education Award
  • 2022/06 - IEICE Achievement Award Pioneering research on complex-valued and quaternion neural networks
  • 2019/07 - APSAR Excellent Paper Award
  • 2018/06 - Honorary International Chair Professor of National Taipei University of Technology (NTUT)
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Association Membership(s) (4)：
APNNS ,  JNNS ,  IEICE ,  IEEE
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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