کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6950768 1451636 2018 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fuzzy adaptive neurofeedback training: An efficient neurofeedback training procedure providing a more accurate progress rate for trainee
ترجمه فارسی عنوان
آموزش نوروفیدبک تطبیقی ​​فازی: روش آموزش کارآمد نوروفیدبک که میزان پیشرفت دقیق تر را برای کارآموزان فراهم می کند
کلمات کلیدی
نوروفیدبک، آستانه، شاخص امتیاز دهی، تکنیک فازی، خستگی روانی،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
چکیده انگلیسی
In this paper, a new fuzzy adaptive neurofeedback training procedure (FNFT) is proposed, in which a more effective performance in neurofeedback training can be expected. In the proposed FNFT, the threshold is adaptively set considering the cortical activity of the subject. Scoring index (SI) (the number of points increased in subject's score) is set according to the brain activity of the subject and is calculated using a fuzzy rule based system. When training feature surpasses the threshold, the SI points are then added to the points of the subject. This adaptive scoring index leads to having an efficient indicator for the success rate of the subject. In addition, the subject is rewarded with an audio or visual feedback. The sound intensity of the audio feedback and the length and width of the video frame are adjusted in accordance with the SI. Finally, an EEG feature is also considered (brain mental fatigue index) to stop the training as the subject becomes mentally fatigued.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Biomedical Signal Processing and Control - Volume 44, July 2018, Pages 75-81
نویسندگان
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