Presentation 2014-10-19
Basic study on the development of system for improving walking function by electrical stimulation
Kazuhiro FUNAKI, Masuhiro NITTA, Yoshihiko TAGAWA,
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Abstract(in English) We studied an assist system for improving gait by electrical stimulation based on the recognition result of a neural network. The stimulated walking showing different characteristics made the recognition rate worse with conventional method based on a nonstimulated walking. In order to adapt a neural network to the changed gait by the stimulation, real-time learning of neural network is required. A higher recognition was obtained by using the implemented real-time learning algorithm compared with the conventional method.
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Keyword(in English) Neural Network / Gait / Elderly people / Electrical stimulation
Paper # WIT2014-46
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Committee WIT
Conference Date 2014/10/12(1days)
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Language JPN
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Title (in English) Basic study on the development of system for improving walking function by electrical stimulation
Sub Title (in English)
Keyword(1) Neural Network
Keyword(2) Gait
Keyword(3) Elderly people
Keyword(4) Electrical stimulation
1st Author's Name Kazuhiro FUNAKI
1st Author's Affiliation Graduate school of Engineering, Kyushu Institute of Technology()
2nd Author's Name Masuhiro NITTA
2nd Author's Affiliation Graduate school of Engineering, Kyushu Institute of Technology
3rd Author's Name Yoshihiko TAGAWA
3rd Author's Affiliation Graduate school of Engineering, Kyushu Institute of Technology
Date 2014-10-19
Paper # WIT2014-46
Volume (vol) vol.114
Number (no) 261
Page pp.pp.-
#Pages 4
Date of Issue