借助神经计算机接口提高学习效果

Olena Ronzhes
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引用次数: 0

摘要

本文考虑了从人脑和神经系统读取信号的现代技术,并选择了最佳技术,以在神经计算机接口的帮助下提高成人学习的效率。现有的脑机接口技术可分为侵入性和非侵入性。第一种是侵入性脑机接口,是在大脑某些部位的神经植入物,基于皮层电图(ECOG)或颅内脑电图(iEEG)技术工作,不需要对大脑结构进行深度干预;或另一种侵入性脑机接口,基于皮层内记录技术,使用植入物,电极放置在大脑中靠近信号源的位置,需要更复杂的操作。第二种是无创脑机接口,它读取来自大脑和神经系统的信号,并基于脑电图(EEG)。与信号更准确的侵入性脑机接口相比,经颅脑机接口通过颅骨、肌肉和所有组织与大脑进行通信。它们的使用不需要对人体进行干预。为了提高训练的有效性,选择了一种经颅电刺激(TES)与基于脑电图(EEG)的脑机接口相结合的物理治疗方法,作为最容易获得的接触和反馈的非侵入性方法,因为脑机接口对心理功能和个性没有已知的副作用。脑机接口的使用,特别是经颅电刺激与脑电图的结合,提高了学习的认知能力,包括多任务处理。这种方法也可以用来提高人类对必要的新数字环境的同化效果,不仅用于培训复杂的职业,也用于大众。对高等心理功能和人格的副作用尚未得到充分的研究,以建议或避免在教育中广泛使用神经计算机接口。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving the Effectiveness of Learning with the Help of Neurocomputer Interface
The article considers modern technologies for reading signals from the human brain and nervous system and selects the optimal technology to improve the efficiency of adult learning with the help of a neurocomputer interface. Existing brain-computer interfaces (BCI) technologies can be divided into invasive and non-invasive. The first, invasive BCIs, are neuroimplants in certain parts of the brain that work on the basis of electrocorticography (ECOG) or intracranial EEG (iEEG) technology and do not require deep intervention in brain structures; or another invasive BCIs, based on intracortical recording technology using implants with electrodes placed in brain closer to the signal source, and required more complicate operation. The second, non-invasive BCI, reads signals from the brain and nervous system and is based on electroencephalogram (EEG). Compared to invasive BCIs with their more accurate signal, transcranial BCIs communicate with the brain through the skull bones, muscles, and all tissues. Their use does not require intervention in the human body. To increase the effectiveness of training, there was chosen a physiotherapeutic method of transcranial electrical stimulation (TES) in combination with a braincomputer interface based on electroencephalography (EEG), as the most accessible non-invasive method of exposure and feedback due to BCI without known side effects to mental functions and personality. The use of brain-computer interfaces, in particular transcranial electrical stimulation in combination with electroencephalography, increases cognitive abilities in learning, including multitasking. This method can also be used to increase the effectiveness of human assimilation of the necessary new digital environments and is used not only for training complex professions, but also for the masses. Side effects on higher mental functions and personality have not been sufficiently studied to recommend or avoid the use of neurocomputer interfaces for widespread use in education.
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