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  1. No Access

    Article

    Recurrent Quantification Analysis-Based Emotion Classification in Stroke Using Electroencephalogram Signals

    Stroke is a cerebrovascular disorder, and one of the most common effects of stroke is emotional disturbances. This present work classifies six emotions (anger, sadness, happiness, fear, disgust, and surprise) ...

    M. Murugappan, Bong Siao Zheng… in Arabian Journal for Science and Engineering (2021)

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    Chapter and Conference Paper

    Emotional States Analyze from Scaling Properties of EEG Signals Using Hurst Exponent for Stroke and Normal Groups

    Emotion is regulated by the interconnection of the brain network. Each emotion is a different mental state, where the neuronal oscillations differ for different emotions. The EEG signal has been a useful meth...

    Choong Wen Yean, Wan Khairunizam… in Intelligent Manufacturing and Mechatronics (2020)

  3. No Access

    Chapter and Conference Paper

    A Study of Non-Gaussian Properties in Emotional EEG in Stroke Using Higher-Order Statistics

    The stroke patients often suffered from emotional disturbances, and this leads to perceive emotions differently than normal control subjects; the emotional impairment of the stroke patients can be effectively ...

    Choong Wen Yean, M. Murugappan… in Advances in Electrical and Computer Techno… (2020)