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Akira Hirose

Akira Hirose

D-Index & Metrics

Engineering and Technology

D-Index
49
Citations
12770
World Ranking
4223
National Ranking
63

Overview

Akira Hirose is affiliated with the University of Tokyo in Japan, focusing on research predominantly within the fields of Engineering and Computer Science. Their scholarly work spans several subfields including Artificial Intelligence, Electrical and Electronic Engineering, Aerospace Engineering, Materials Chemistry, and Biomedical Engineering.

The main topics explored by Hirose include Neural Networks and Reservoir Computing, Advanced Memory and Neural Computing, Advanced SAR Imaging Techniques, Neural Networks and Applications, Optical Network Technologies, Synthetic Aperture Radar (SAR) Applications and Techniques, and Geophysical Methods and Applications.

Hirose has contributed to a range of research articles published in notable venues such as IEEE Transactions on Geoscience and Remote Sensing, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, The Cambridge Structural Database, and IEEE Access.

Recent papers authored or coauthored by Hirose include the following:

  • Unified Total Syntheses of Rhamnofolane, Tigliane, and Daphnane Diterpenoids (2021), Journal of the American Chemical Society
  • Quaternion Neural Networks: A physics-incorporated intelligence framework (2024), IEEE Signal Processing Magazine

Hirose frequently collaborates with other researchers in related fields. Notable coauthors include:

  • Ryo Natsuaki
  • Irena Hajnsek
  • Paolo Gamba
  • D Kunkee
  • J. Chanussot

The volume of publications is highest in journals specializing in geoscience and remote sensing technologies, reflecting a significant involvement in imaging and sensing techniques as applied to engineering and electronic systems.

This profile reflects the career and scientific contributions of Akira Hirose with a focus on interdisciplinary application of computational intelligence, synthetic chemistry synthesis, and advanced imaging methodologies.

Best Publications

  • Recent advances in physical reservoir computing: A review

    Gouhei Tanaka;Toshiyuki Yamane;Jean Benoit Héroux;Ryosho Nakane

  • Complex-Valued Neural Networks

    Akira Hirose

  • Complex-Valued Neural Networks: Theories and Applications

    Akira Hirose

  • Generalization Characteristics of Complex-Valued Feedforward Neural Networks in Relation to Signal Coherence

    A. Hirose;S. Yoshida

  • Complex-Valued Neural Networks: Advances and Applications

    Akira Hirose

  • Regeneration of Rice Plants from Protoplasts

    Tatsuhito Fujimura;Motoi Sakurai;Hiromori Akagi;Tomoko Negishi

  • Rotating nonlinear magnetic islands in a tokamak plasma

    Andrei I. Smolyakov;Akira Hirose;Enzo Lazzaro;G.B. Re

  • Reservoir Computing With Spin Waves Excited in a Garnet Film

    Ryosho Nakane;Gouhei Tanaka;Akira Hirose

  • Dynamics of fully complex-valued neural networks

    A. Hirose

  • Quaternion Neural-Network-Based PolSAR Land Classification in Poincare-Sphere-Parameter Space

    Fang Shang;Akira Hirose

  • Continuous complex-valued back-propagation learning

    A. Hirose

  • Electromagnetic and kinetic effects on the ion temperature gradient mode

    J. Weiland;A. Hirose

  • Adaptive noise reduction of InSAR images based on a complex-valued MRF model and its application t o phase unwrapping problem

    A.B. Suksmono;A. Hirose

  • Fading Channel Prediction Based on Combination of Complex-Valued Neural Networks and Chirp Z-Transform

    Tianben Ding;Akira Hirose

  • Sliding wear behavior of WC–12% Co coatings at elevated temperatures

    Q. Yang;T. Senda;A. Hirose

  • Singularity-Spreading Phase Unwrapping

    R. Yamaki;A. Hirose

  • Applications of complex-valued neural networks to coherent optical computing using phase-sensitive detection scheme

    Akira Hirose

  • Nonlinear saturation of the Buneman instability

    O. Ishihara;A. Hirose;A.B. Langdon

  • Introduction to wave phenomena

    Akira Hirose;Karl Erik Lonngren

  • Complex-Valued Neural Networks (Studies in Computational Intelligence)

    Akira Hirose

  • Nonlinear evolution of Buneman instability

    O. Ishihara;A. Hirose;A. B. Langdon

Frequent Co-Authors

Ryozo Nagai
Ryozo Nagai Jichi Medical University
Hiroshi Toshiyoshi
Hiroshi Toshiyoshi University of Tokyo
Takashi Kadowaki
Takashi Kadowaki Toranomon Hospital
Swadesh M Mahajan
Swadesh M Mahajan The University of Texas at Austin
Goodarz Ahmadi
Goodarz Ahmadi Clarkson University
Hideki Hashimoto
Hideki Hashimoto Chuo University
Irena Hajnsek
Irena Hajnsek German Aerospace Center
Makoto Araie
Makoto Araie University of Tokyo
Kenji Doya
Kenji Doya Okinawa Institute of Science and Technology
Kazuro Kikuchi
Kazuro Kikuchi National Institution for Academic Degrees and Quality Enhancement of Higher Education

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