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Perceptual meaning content estimation device and perceptual meaning content estimation method by analyzing brain activity

机译:分析大脑活动的知觉内容估计装置和知觉内容估计方法

摘要

Provided is an estimation method for measuring and analyzing brain activity to estimate a perceptual semantic content thereof. This method comprises: (A) inputting, to a data processing means, brain activity induced in a subject by a training stimulation and detected as an output of a brain activity detection means and an annotation of a perceptual content; (B) associating a sematic space representation of the training stimulation and the output of the brain activity detection means in a stored semantic space and storing the association in a training result information storage means; (C) inputting, to the data processing means, an output when the brain activity detection means detects brain activity induced by a novel stimulation, and obtaining a probability distribution in the semantic space which represents perceptual semantic contents for the output of the novel stimulation-induced brain activity by the brain activity detection means on the basis of the association; and (D) estimating a highly probable perceptual semantic content on the basis of the probability distribution. The association process may be performed for each subject in the probability estimation process, the likelihood calculated on the basis of the coordinate of a given word in the semantic space and the probability distribution is used as an indicator.
机译:提供一种用于测量和分析脑活动以估计其感知语义内容的估计方法。该方法包括:(A)将通过训练刺激在受试者中诱导的脑活动输入到数据处理装置,并且将其检测为脑活动检测装置的输出和感知内容的注释; (B)在存储的语义空间中将训练刺激的语义空间表示与脑活动检测装置的输出相关联,并将该关联存储在训练结果信息存储装置中; (C)当脑活动检测装置检测到由新型刺激引起的脑活动时,向数据处理装置输入输出,并在语义空间中获得表示新刺激输出的感知语义内容的概率分布,在关联的基础上,通过脑活动检测装置诱导脑活动; (D)根据概率分布估计极有可能的感知语义内容。可以在概率估计过程中针对每个主题执行关联过程,基于语义空间中给定单词的坐标计算的似然度和概率分布被用作指示符。

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