Construction of an Electroencephalogram-Based Brain-Computer Interface Using an Artificial Neural Network(Welfare Engineering)

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概要

• 論文の詳細を見る

• A brain-computer interface using an electroencephalogram as input into an artificial neural network in investigated as a potentially general control system applicable to all subjects and time frames. Using the intent and imagination of bending the left or right elbow, the left and right desired movements are successfully distinguished using event-related desynchronization resolved by fast Fourier transformation of the electroencephalogram and analysis of the power spectram using the artificial neural network. The influence of age was identified and eliminated through the use of a frequency distribution in the α band, and the recognition rate was further improved by confiramtion based on forced excitement of the β band in the case of an error. The proposed system was effectively trained for general use by using the combined data of a cross-section of subjects.

• 社団法人電子情報通信学会の論文
• 2003-09-01

著者

• Honda Hiroyuki

  Department of Biotechnology, School of Engineering, Nagoya University

• 本多 裕之

  名大院工・生物機能

• Kobayashi T

  School Of Bioscience And Biotechnology Chubu University

• 花井 泰三

  Department Of Biotechnology School Of Engineering Nagoya University

• KOBAYASHI Takeshi

  Department of Electrical Engineering, Faculty of Engineering Science, Osaka University

• Kobayasi T

  School Of Bioscience And Biotechnology Chubu University

• HANAI Taizo

  Department of Biochemistry and Engineering, Tohoku University

• Honda Hiroyuki

  Department Of Bioengineering Tokyo Institute Of Technology

• Honda Hiroyuki

  Nagoya University

• Kobayashi T

  Graduate School Of Marine Science And Technology Tokyo University Of Marine Science And Technology

• Hanai Taizo

  Department Of Biochemistry And Engineering Tohoku University

• LIU Xicheng

  Department of Biotechnology, School of Engineering, Nagoya University

• HIBINO Shin

  Nagoya City Rehabilitation Center

• IMANISHI Toshiaki

  Department of Biotechnology, School of Engineering, Nagoya University

• SHIRATAKI Tatsuaki

  Nagoya City Rehabilitation Center

• OGAWA Tetsuo

  Nagoya City Rehabilitation Center

• Kobayashi Takeshi

  Department Of Biological Chemistry College Of Bioscience And Biotechnology Chubu University

• Kobayashi T

  Dep. Of Biological Mechanisms And Functions Graduate School Of Bioagricultural Sciences Nagoya Univ.

• Liu Xicheng

  Department Of Biotechnology School Of Engineering Nagoya University

• Imanishi Toshiaki

  Department Of Biotechnology School Of Engineering Nagoya University

• HIBINO Shin

  Department of Biotechnology, Graduate School of Engineering, Nagoya University

• Ogawa Tetsuo

  Department Of Anatomy I Showa University School Of Medicine

• Honda Hiroyuki

  Department Of Anesthesia Niigata City General Hospital

• SHIRATAKI Tatsuaki

  Department of Biotechnology, School of Engineering, Nagoya University

• IMANISHI Toshiaki

  Nagoya City Rehabilitation Center

• HANAI Taizo

  Nagoya City Rehabilitation Center

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