通过基于游戏的脑机接口训练提高自闭症谱系障碍学生的认知能力

Izabel Cristina Fernandes de Oliveira, Edgar Marçal, Carlos Eduardo de Souza Menezes, Rafael Bráz Azevedo Farias, Meline Mesquita de Carvalho
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摘要

自闭症谱系障碍(ASD)是一种神经发育障碍,涉及一系列行为方面。自闭症患者在学习、沟通、社会交往、察觉和处理情绪、运动协调和注意力集中等方面的发展不典型。他们还可能难以灵活思考和应对变化。随着信息和通信技术的发展,脑机接口(BCI)成为辅助治疗这些儿童的另一种方法。在此背景下,本文旨在创建一个通过 ICC 控制的心理游戏,以实现对脑电波行为的监测,促进 ASD 儿童认知能力的提高。为此,我们以 21 名 9 至 11 岁的儿童为样本,开展了一项混合方法实验研究。研究在巴西福塔莱萨市的学校进行。实验组(EG)的儿童参加了一个记忆图像的游戏,通过建立图像与排列卡片顺序之间的关系来发展和提高推理能力。我们使用 SON-R 6-40 非语言智力测验对认知能力进行了调查。实验组(EG)参与者的认知能力有所提高,包括注意力更加集中,注意力得到改善,逻辑推理能力得到增强。此外,这些儿童在个人卫生的某些方面也发生了变化。
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Enhancing Cognitive Skills in Students with Autism Spectrum Disorder through Game-based Brain-Computer Interface Training
Autism Spectrum Disorder (ASD) is a neuro developmental disorder that involves a series of behavioral aspects. Individuals with ASD have atypical development in the areas of learning, communication, social interaction, detection and handling of emotions, motor coordination and concentration. They may also have difficulty thinking flexibly and dealing with changes. With the advancement of information and communication technologies, an alternative used to assist in treating these children is the brain-computer interface (BCI). In this context, this article aimed to create a mental game controlled via ICC that would enable the monitoring of brainwave behavior and promote an improvement in the cognitive performance of children with ASD. To this end, a mixed methods experimental study was carried out with a sample of 21 children aged 9 to 11 years. The study was carried out in schools in the city of Fortaleza -Brazil. The children in the Experimental Group (EG) were exposed to a game that involved memorizing images to develop and improve reasoning by creating relationships between the images and the sequence of arranged cards. We investigated the cognitive abilities using the SON-R 6-40 Nonverbal Intelligence Test. Cognitive gains were observed in the participants of the Experimental Group (EG), including greater concentration, improved attention, and enhanced logical reasoning. Additionally, changes in some aspects of personal hygiene were noted in these children.
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