Kyushu University Academic Staff Educational and Research Activities Database
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Hideaki Hayashi Last modified date:2019.06.27





Homepage
http://human.ait.kyushu-u.ac.jp/~hayashi/index-e.html
Academic Degree
Doctor of Engineering
Country of degree conferring institution (Overseas)
No
Field of Specialization
Soft computing
Total Priod of education and research career in the foreign country
00years00months
Research
Research Interests
  • [Biosignal analysis]
    - An EMG model based on signal-dependent noise
    - EMG/EEG classification using a probabilistic neural network
    - Cardiotocography analysis
    [Neural network]
    - A recurrent probabilistic neural network with dimensionality reduction
    - A probabilistic neural network based on the Johnson distribution
    - A trainable multiplication layer
    [Image analysis]
    - MRI image generation using generative adversarial networks
    - Endoscopic image analysis
    - Ultrasonic image analysis
    - Document analysis using trainable multiplication layers
    - Font image generation using generative adversarial networks
    keyword : Biosignal analysis, neural network, pattern recognition, machine learning, image analysis.
    2011.04.
Academic Activities