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Introducing the Edges Paradigm: A P300 Brain–Computer Interface for Spelling Written Words

机译:介绍边缘范式:用于拼写书面文字的P300脑电脑界面

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摘要

P300-based brain–computer interface spellers employ the P300 component, which is derived from scalp measured electroencephalogram during the brain’s electrical response to a flash denoting an attended target character. The most popular P300 speller, the row–column paradigm (RCP), displays characters in a matrix within which rows and columns of characters are flashed eliciting P300 responses when the illuminated row or column contains the attended target character. Despite being a longstanding successful approach, this RCP faces several challenges, including the adjacency and crowding problems. A new P300 speller is introduced—the edges paradigm (EP). Distinct from existing P300 spellers, the EP presents a square adjacent to each column or row in the outer boundary of the matrix. By replacing each flash of a row or column with that square, this EP exhibited attenuated influences of crowding and adjacency—problems known to perturb the RCP. In the copy-spelling mode, 14 neurologically normal participants demonstrated an improved accuracy of 93.3 +- 2.0% for the EP relative to 81.7 +- 2.8% for the RCP, alongside a faster communication rate. Subjective ratings also indicated that the EP caused significantly less fatigue, while increasing alertness and comfort.
机译:基于P300的脑电脑界面拼写使用P300组件,该组件源自头皮测量的脑电图,在大脑的电气响应期间对闪光灯表示出现的目标特征。最受欢迎的P300拼写器,行列范例(RCP)在矩阵中显示字符,在其中发光的行或列包含参加的目标字符时,闪烁的P300响应的行和列在该矩阵中。尽管是一种长期的成功方法,但该竞争对手面临着几种挑战,包括邻接和拥挤问题。介绍了一个新的P300拼写器 - 边缘范例(EP)。与现有P300拼写不同,EP呈现与矩阵外边界中的每列或行相邻的正方形。通过用该方形替换行或列的每个闪光,该EP表现出衰减对扰动RCP的拥挤和邻接问题的影响。在副本拼写模式中,14个神经系统正常的参与者在RCP的81.7 + - 2.8%的情况下,EP的提高精度为93.3 + - 2.0%,以及更快的沟通率。主观评级还表明,EP导致疲劳程度显着较小,同时提高警觉性和舒适性。

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