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Informativeness of Auditory Stimuli Does Not Affect EEG Signal Diversity

机译:听觉刺激的信息性不会影响脑电信号的多样性

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摘要

Brain signal diversity constitutes a robust neuronal marker of the global states of consciousness. It has been demonstrated that, in comparison to the resting wakefulness, signal diversity is lower during unconscious states, and higher during psychedelic states. A plausible interpretation of these findings is that the neuronal diversity corresponds to the diversity of subjective conscious experiences. Therefore, in the present study we varied an information rate processed by the subjects and hypothesized that greater information rate will be related to richer and more differentiated phenomenology and, consequently, to greater signal diversity. To test this hypothesis speech recordings (excerpts from an audio-book) were presented to subjects at five different speeds (65, 83, 100, 117, and 135% of the original speed). By increasing or decreasing speed of the recordings we were able to, respectively, increase or decrease the presented information rate. We also included a backward (unintelligible) speech presentation and a resting-state condition (no auditory stimulation). We tested 19 healthy subjects and analyzed the recorded EEG signal (64 channels) in terms of Lempel-Ziv diversity (LZs). We report the following findings. First, our main hypothesis was not confirmed, as Bayes Factor indicates evidence for no effect when comparing LZs among five presentation speeds. Second, we found that LZs during the resting-state was greater than during processing of both meaningful and unintelligible speech. Third, an additional analysis uncovered a gradual decrease of diversity over the time-course of the experiment, which might reflect a decrease in vigilance. We thus speculate that higher signal diversity during the unconstrained resting-state might be due to a greater variety of experiences, involving spontaneous attention switching and mind wandering.
机译:脑信号多样性构成了整体意识状态的强大神经元标记。已经证明,与静止的清醒相比,在无意识状态下信号多样性较低,而在迷幻状态下信号多样性较高。这些发现的合理解释是神经元多样性对应于主观意识体验的多样性。因此,在本研究中,我们改变了受试者处理的信息率,并假设更高的信息率将与更丰富,更差异化的现象学相关,并因此与更大的信号多样性相关。为了检验该假设,语音记录(有声书的摘录)以五种不同的速度(原始速度的65、83、100、117和135%)呈现给对象。通过提高或降低记录速度,我们可以分别提高或降低显示的信息速率。我们还包括了向后(听不清)的演讲和静息状态(没有听觉刺激)。我们测试了19名健康受试者,并根据Lempel-Ziv多样性(LZs)分析了记录的EEG信号(64个通道)。我们报告以下发现。首先,我们的主要假设尚未得到证实,因为贝叶斯因子表明在比较五种表现速度中的LZ时无作用的证据。其次,我们发现在静息状态下的语音区比在处理有意义和难以理解的语音时要大。第三,另一项分析发现实验过程中多样性逐渐降低,这可能反映出警惕性的降低。因此,我们推测在不受约束的静止状态下较高的信号多样性可能是由于更多的体验所致,包括自发的注意力转换和思维漂移。

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