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Classification of human consciousness using biomedical signals and fuzzy logic

عنوان مقاله: Classification of human consciousness using biomedical signals and fuzzy logic
شناسه ملی مقاله: CEPS04_066
منتشر شده در چهارمین کنفرانس بین المللی پژوهش های کاربردی درمهندسی کامپیوتر و پردازش سیگنال در سال 1395
مشخصات نویسندگان مقاله:

Soheil Ahmadzade Irandoost - Electrical Engineering Faculty Shahid Beheshti University Tehran, Iran
Mahdi Pourgholi - Electrical Engineering Faculty Shahid Beheshti University Tehran, Iran Tehran, Iran

خلاصه مقاله:
This paper addresses human consciousness classification using three biomedical signals (EEG, EOG, EMG) and fuzzy inference system. These signals show electricalactivities of human s brain, eye and muscles. Firstly preprocessing of these bio signals are made, furthermore featuresextraction from these signals is done and then fuzzy interface system is used for human consciousness classification. To show the effectiveness of proposed method we test our algorithm withthree data base. The results show the effectiveness of proposed method.

کلمات کلیدی:
Biomedical signals, Fuzzy Inference system (FIS), Classification, Human consciousness

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/617071/