DIFFERENT APPLICATION FIELDS OF BRAIN SIGNAL PROCESSING IN IRAN

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SHAHBAHRAMI ASADOLLAH; NAJAFI KIOMARS; NAJAFI TAHEREH

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Journal: SIGNAL AND DATA PROCESSING Year:2016 | Volume:13 | Issue:3 (SERIAL 29) Page(s): 129-154

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Information Journal Paper

Title

DIFFERENT APPLICATION FIELDS OF BRAIN SIGNAL PROCESSING IN IRAN

Author(s)

SHAHBAHRAMI ASADOLLAH | NAJAFI KIOMARS | NAJAFI TAHEREH | Issue Writer Certificate

Keywords

FEATURE EXTRACTIONQ2

FEATURE REDUCTIONQ1

CLASSIFICATIONQ3

BRAIN SIGNALSQ2

Abstract

According to the researches, it turns out that human's activities are the results of the internal-neural activities of their brain. The reflection of such activities which are propagated throughout the scalp can then be acquired and processed. In this regard, BRAIN SIGNALS can be acquired and recorded by EEG (Electroencephalography). Researchers have applied different technqiues for acquiring, pre-processing, feature extrcation and reduction and classifying EEG signal. According to published papers by Iranian researchers until 2015, it has been found that most studies have been performed in medical applications and brain computer interface fields. Sampling and receiving EEG signals have been performed more in the central region than other regions. Statistical technqiues have more been used for FEATURE EXTRACTION than other technqiues. Finally, the support vector machines are mostly used in the CLASSIFICATION of BRAIN SIGNALS. At the end, a study on anxiety and depression detection on fifty cases was performed in medical field. Simulation results show that our approach achieve an accuracy of up to 97 percents.

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APA: Copy

SHAHBAHRAMI, ASADOLLAH, NAJAFI, KIOMARS, & NAJAFI, TAHEREH. (2016). DIFFERENT APPLICATION FIELDS OF BRAIN SIGNAL PROCESSING IN IRAN. SIGNAL AND DATA PROCESSING, 13(3 (SERIAL 29) ), 129-154. SID. https://sid.ir/paper/160896/en

Vancouver: Copy

SHAHBAHRAMI ASADOLLAH, NAJAFI KIOMARS, NAJAFI TAHEREH. DIFFERENT APPLICATION FIELDS OF BRAIN SIGNAL PROCESSING IN IRAN. SIGNAL AND DATA PROCESSING[Internet]. 2016;13(3 (SERIAL 29) ):129-154. Available from: https://sid.ir/paper/160896/en

IEEE: Copy

ASADOLLAH SHAHBAHRAMI, KIOMARS NAJAFI, and TAHEREH NAJAFI, “DIFFERENT APPLICATION FIELDS OF BRAIN SIGNAL PROCESSING IN IRAN,” SIGNAL AND DATA PROCESSING, vol. 13, no. 3 (SERIAL 29) , pp. 129–154, 2016, [Online]. Available: https://sid.ir/paper/160896/en

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