دورية أكاديمية
Prototype of an Ankle Neurorehabilitation System with Heuristic BCI Using Simplified Fuzzy Reasoning
العنوان: | Prototype of an Ankle Neurorehabilitation System with Heuristic BCI Using Simplified Fuzzy Reasoning |
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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 |
تدمد: | 20763417 |
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DOI: | 10.3390/app9122429 |