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J-GLOBAL ID：200901056714345889   Update date: Jan. 31, 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  (31)：
  • 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 (190)：
  • Ryosho Nakane, Akira Hirose, Gouhei Tanaka. Performance Enhancement of a Spin-Wave-Based Reservoir Computing System Utilizing Different Physical Conditions. Physical Review Applied. 2023. 19. 3
  • Jiaxuan Chen, Haotian Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose. Time-domain Fading Channel Prediction Based on Spin-wave Reservoir Computing. Proceedings of the International Joint Conference on Neural Networks. 2023. 2023-June
  • Jiaxuan Chen, Haotian Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose. Time-domain Fading Channel Prediction Based on Spin-wave Reservoir Computing. IJCNN. 2023. 1-8
  • Seishiro Goto, Ryo Natsuaki, Akira Hirose. Higher-order tensor independent component analysis for MIMO remote sensing of respiration and heartbeat signals. IEEE Transactions on Radar Systems. 2023. 1-1
  • Joshi, G., Natsuaki, R., Hirose, A. Neural-Network Fusion Processing and Inverse Mapping to Combine Multi-Sensor Satellite Data and Analyze the Prominent Features. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2023
ｍore...
MISC (331)：
  • 中根了昌, 廣瀬明, 田中剛平, 田中剛平, 田中剛平. Reservoir computing utilizing spin waves: enhancement of computational performance through a practical approach for on-chip devices. 応用物理学会春季学術講演会講演予稿集(CD-ROM). 2023. 70th
  • 魚住 昂央, 廣瀬 明, 夏秋 嶺. 2偏波の複素振幅情報を利用したSARにおけるRFI検出手法-A RFI detection method in SAR using the complex amplitude information of dual polarization-電磁界理論研究会・第51回電磁界理論シンポジウム. 電気学会研究会資料. EMT = The papers of technical meeting on electromagnetic theory, IEE Japan / 電磁界理論研究会 [編]. 2022. 2022. 82-93. 53-58
  • Gouhei Tanaka, Claudio Gallicchio, Alessio Micheli, Juan Pablo Ortega, Akira Hirose. Guest Editorial Special Issue on New Frontiers in Extremely Efficient Reservoir Computing. IEEE Transactions on Neural Networks and Learning Systems. 2022. 33. 6. 2571-2574
  • 加藤准也, 田中剛平, 田中剛平, 中根了昌, 廣瀬明. Experiments of Reconstructive Reservoir Computing to Detect Anomaly in Time-series Signals. 電子情報通信学会技術研究報告(Web). 2022. 121. 390(NC2021 46-78)
  • 中根了昌, 廣瀬明, 田中剛平, 田中剛平, 田中剛平. Reservoir Computing utilizing spin waves propagating through magnetic domains. 応用物理学会春季学術講演会講演予稿集(CD-ROM). 2022. 69th
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Patents (7)：
  • 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
  • 円偏波アンテナ
  • 地表種別分類方法および地表種別分類プログラム並びに地表種別分類装置
ｍore...
Books (14)：
  • 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
  • 電気電子計測
    シリーズ 新・電気システム工学 2003
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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