Kyushu University Academic Staff Educational and Research Activities Database
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Hideaki Hayashi Last modified date:2021.07.12

 Reseacher Profiling Tool Kyushu University Pure
Academic Degree
Doctor of Engineering
Country of degree conferring institution (Overseas)
Field of Specialization
Soft computing
Total Priod of education and research career in the foreign country
Research Interests
  • [Biosignal analysis]
    - Biosignal analysis using probabilistic models
    - Biosignal classification and its application to human–machine interfaces
    - Cardiotocography analysis
    [Neural networks]
    - Neural network based on stochastic models
    - Trainable multiplication layer
    [Probabilistic models]
    - Probabilistic generative models
    - Sparse Bayesian learning
    [Image analysis]
    - Font image generation using Generative adversarial networks (GANs)
    - MRI generation using GANs and its application to data augmentation
    - Endoscopic image analysis
    - Ultrasound image analysis
    keyword : Biosignal analysis, neural network, pattern recognition, machine learning, image analysis.
Academic Activities