Sophia University
Intelligent Sensing Laboratory
Information & Communication Sciences
[Japanese / English]
Yamanaka Lab
Research

Keywords: Sensory Information Processing, Intelligent Sensing Systems, Pattern Recognition
Temporary Keywords: Image Recognition, Generic Object Recognition, Gas Sensor Signal Processing, Digital Circuits, Machine Learning

Image Recognition
  • Generic Object Recognition
  • Saliency Map Estimation
  • Hardware Implementation of Image Processing Algorithms (GPU, FPGA)
Gas Recognition
  • Olfactory Habituation Model
  • Hardware Implementation of Neural Networks
Publications
Recent Publications:
  • T. Nakamoto and T. Yamanaka,
    Odor reproduction with movie and its application to teleolfaction,
    Book Chapter in E. Hines and M. Leeson (eds.) gIntelligent Systems for Machine Olfaction: Tools and Methodologies,h IGI Global, 2010.
  • T. Yamanaka, Y. Munakata, and T. Ohba,
    Digital-circuit implementation of olfactory-adaptation neural network for gas sensing,
    13th International Meeting on Chemical Sensors, July 11-14, 2010, Perth, Australia.
  • Y. Munakata and T. Yamanaka,
    Implementation of olfactory-adaptation neural network in FPGA,
    27th Sensor Symposium on Sensors, Micromachines and Applied Systems, Shimane, Japan, October 14-15, 2010, LN-8.
Contact Information

Takao Yamanaka
Associate Professor
ead

Intelligent Sensing Laboratory
Department of Information & Communication Sciences
Sophia University
7-1 Kioi-cho, Chiyoda-ku, Tokyo 102-8554
Japan

Phone: +81-3-3238-3329
Fax: +81-3-3238-3321

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