Mehmood Raja Majid
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:279-282. doi: 10.1109/EMBC.2016.7590694.
The ability of emotion regulation and emotional responses in children is a main component of emotional competence through the development process. We had employed electroencephalography (EEG) a well-known noninvasive method for recording of brain emotion signals in order to analyze the emotion regulations in children. The international affective picture system (IAPS) pictures dataset was used for selection of stimuli presentation. The stimulus presentation was commonly practiced to induce the emotional responses from human brain. Brain signals were recorded using EEG electrodes and analyzed after preprocessing. There are rare studies available for detection of emotion regulation in children using late positive potential (LPP) analysis. The event related potential (ERP) is well known for analysis in cognitive neuroscience that was used in this paper for analysis of LPP. In this paper, we proposed the LPP as a neural marker for physiatrists and neurophysiologists to detect the mood disruption in children. We employed 21 subjects in this investigation, which were aged from 12 to 14 years. The ERP was analyzed through stimulus lock strategy which includes 180 stimuli of four emotions (arousal-valence). Each stimulus time duration was 1.5 s following of 0.5 s of rest time. Results show the increased modulation of LPP amplitude under all brain regions.
在儿童的成长过程中,情绪调节能力和情绪反应是情绪能力的主要组成部分。为了分析儿童的情绪调节,我们采用了脑电图(EEG)这种记录大脑情绪信号的著名非侵入性方法。国际情感图片系统(IAPS)图片数据集被用于选择刺激呈现。刺激呈现通常用于诱发人脑的情绪反应。使用EEG电极记录脑信号并在预处理后进行分析。利用晚期正电位(LPP)分析来检测儿童情绪调节的研究很少。事件相关电位(ERP)在认知神经科学分析中广为人知,本文用其来分析LPP。在本文中,我们提出将LPP作为一种神经标志物,供精神科医生和神经生理学家检测儿童的情绪障碍。我们在这项研究中招募了21名年龄在12至14岁之间的受试者。通过刺激锁定策略分析ERP,该策略包括四种情绪(唤醒-效价)的180个刺激。每个刺激持续时间为1.5秒,随后有0.5秒的休息时间。结果显示所有脑区的LPP振幅调制增加。