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Prototype of an Ankle Neurorehabilitation System with Heuristic BCI Using Simplified Fuzzy Reasoning

التفاصيل البيبلوغرافية
العنوان: Prototype of an Ankle Neurorehabilitation System with Heuristic BCI Using Simplified Fuzzy Reasoning
المؤلفون: Norihiko Saga, Yasuto Tanaka, Atsushi Doi, Teruo Oda, Suguru N. Kudoh, Hiroyuki Fujie
المصدر: Applied Sciences, Vol 9, Iss 12, p 2429 (2019)
بيانات النشر: MDPI AG, 2019.
سنة النشر: 2019
المجموعة: LCC:Technology
LCC:Engineering (General). Civil engineering (General)
LCC:Biology (General)
LCC:Physics
LCC:Chemistry
مصطلحات موضوعية: ankle rehabilitation, brain–computer interface (BCI), EEG, fuzzy template matching, neurorehabilitation, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999
الوصف: Neurorehabilitation using a brain−computer interface (BCI) requires machine learning, for which calculations take a long time, even days. However, the demands of actual rehabilitation are becoming increasingly rigorous, requiring that processes be completed within tens of minutes. Therefore, we developed a new effective rehabilitation system for treating patients such as those with stroke hemiplegia. The system can smoothly perform rehabilitation training on the day of admission to the hospital. We designed a heuristic BCI with simplified fuzzy reasoning, which can detect motor intention signals from an electroencephalogram (EEG) within several tens of minutes. The detected signal is sent to the newly developed ankle rehabilitation device (ARD), and the patient repeats the dorsiflexion motion by the ARD.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2076-3417
Relation: https://www.mdpi.com/2076-3417/9/12/2429; https://doaj.org/toc/2076-3417
DOI: 10.3390/app9122429
URL الوصول: https://doaj.org/article/0e042ee5f49f437c85c824458dfe80c5
رقم الأكسشن: edsdoj.0e042ee5f49f437c85c824458dfe80c5
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:20763417
DOI:10.3390/app9122429