Sensory responses of autism via electroencephalography for sensory profile

Sudirman, Rubita and Hussin, Siti Suraya (2014) Sensory responses of autism via electroencephalography for sensory profile. In: 4th IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2014), 28-30 November 2014, Penang, Malaysia.

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Abstract

The aim of this study is to investigate the brain signals of autism children through electroencephalography (EEG) associated to physical tasks. The physical task was meant to stimulate the sensitivity correlation of sensory response of a child. A group of autism children was chosen for this study and were given by five sensory stimulations which are audio, taste, touch, visual and vestibular. The acquisition of brain signals was acquainted using EEG Neurofax 9200 and the electrode positions were using 10-20 International System placements. The preprocessing signals were analyzed using independent component analysis (ICA) using EEGLAB Software and Discrete Wavelet Transform (DWT). The alpha wave was selected by level 6 decomposition and the extracted features represents the characteristic of the sensory task. The means, standard deviations and approximation entropy were extracted on the clean signals and forms into Sensory Profile (Sensory Profiling). From the overall results, the behavior of each autism children has been observed unstable emotion while running the sensory stimulation. The observation also helps to improve their learning strategy for the future work in assessment.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:electroencephalography (EEG); autism; independent component analysis (ICA); discrete wavelet transform (DWT); sensory profile (SP)
Subjects:Q Science > QP Physiology
T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800-8360 Electronics
Divisions:Faculty of Technical and Vocational Education > Department of Engineering Education
ID Code:6568
Deposited By:Normajihan Abd. Rahman
Deposited On:29 Mar 2015 15:07
Last Modified:29 Mar 2015 15:07

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