{"title":"Brainwaves and their entrainment influence the processing speeds of in-congruent stimuli","authors":"Richa Phogat , Sandhya Basu , Aarsh Chotalia , Bidisha Banerjee , P. Parmananda","doi":"10.1016/j.chaos.2025.116410","DOIUrl":null,"url":null,"abstract":"<div><div>Neural rhythms, such as the alpha rhythm, result from spontaneous oscillatory dynamics within the brain and hold significant promise for revealing the mechanisms that drive various cognitive processes. In this study, we examine the relationship between alpha activity and cognition using the Stroop test to quantify cognitive tendencies. The Stroop Interference T-Scores (IS-values) measure the difference in processing speeds between coherent and incoherent stimuli in the Stroop task. Higher IS-values indicate a faster processing of congruent (color-naming) stimuli, whereas lower IS-values reflect a comparatively faster processing of incongruent (color-word) stimuli. Building on our observed relationship between normalized Peak Alpha Frequency (PAF) and IS-values, we further investigate the potential for modulating these cognitive tendencies by entraining neuronal rhythms through external photic stimulation in the beta range (15 Hz). The effectiveness of this entrainment is assessed using the Coherence Factor (CF), where higher CF values indicate stronger entrainment. Our findings reveal a statistically significant correlation between normalized PAF and IS-values. Furthermore, a multi-day 15-Hz beta intervention leads to substantial improvements at the group level in both congruent and incongruent Stroop task performance. However, despite these overall improvements, a consistent increase in IS-values was not observed. Notably, an individualized analysis of CF and IS-values reveals a significant correlation between these metrics, suggesting that beta entrainment enhances dominant cognitive attributes on an individual basis. Specifically, our results indicate that beta entrainment selectively improves performance in the Stroop task that is already more dominant for a given individual.</div></div>","PeriodicalId":9764,"journal":{"name":"Chaos Solitons & Fractals","volume":"196 ","pages":"Article 116410"},"PeriodicalIF":5.3000,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chaos Solitons & Fractals","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0960077925004230","RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0
摘要
神经节律(如阿尔法节律)是大脑内自发振荡动态的结果,在揭示驱动各种认知过程的机制方面具有重要前景。在这项研究中,我们使用 Stroop 测试来量化认知倾向,从而研究阿尔法活动与认知之间的关系。Stroop 干扰 T 值(IS 值)测量 Stroop 任务中连贯刺激和不连贯刺激之间处理速度的差异。IS 值越高,表明处理一致(颜色命名)刺激的速度越快,而 IS 值越低,则表明处理不一致(颜色词)刺激的速度相对越快。根据我们观察到的归一化阿尔法峰值频率(PAF)和 IS 值之间的关系,我们进一步研究了通过外部光刺激在贝塔范围(15 Hz)内诱导神经元节律来调节这些认知倾向的可能性。我们使用相干系数(CF)来评估这种诱导的有效性,CF 值越高,表示诱导越强。我们的研究结果表明,归一化 PAF 和 IS 值之间存在统计学意义上的显著相关性。此外,为期多天的 15-Hz β 干预可在小组水平上大幅提高一致和不一致 Stroop 任务的表现。然而,尽管总体上有所改善,但并没有观察到 IS 值的持续增长。值得注意的是,对CF值和IS值的个体化分析表明,这些指标之间存在显著的相关性,这表明贝塔诱导可以增强个体的主导认知属性。具体来说,我们的研究结果表明,贝塔诱导可以有选择性地提高特定个体在斯特罗普任务中的表现,而这一表现对于特定个体来说已经较为突出。
Brainwaves and their entrainment influence the processing speeds of in-congruent stimuli
Neural rhythms, such as the alpha rhythm, result from spontaneous oscillatory dynamics within the brain and hold significant promise for revealing the mechanisms that drive various cognitive processes. In this study, we examine the relationship between alpha activity and cognition using the Stroop test to quantify cognitive tendencies. The Stroop Interference T-Scores (IS-values) measure the difference in processing speeds between coherent and incoherent stimuli in the Stroop task. Higher IS-values indicate a faster processing of congruent (color-naming) stimuli, whereas lower IS-values reflect a comparatively faster processing of incongruent (color-word) stimuli. Building on our observed relationship between normalized Peak Alpha Frequency (PAF) and IS-values, we further investigate the potential for modulating these cognitive tendencies by entraining neuronal rhythms through external photic stimulation in the beta range (15 Hz). The effectiveness of this entrainment is assessed using the Coherence Factor (CF), where higher CF values indicate stronger entrainment. Our findings reveal a statistically significant correlation between normalized PAF and IS-values. Furthermore, a multi-day 15-Hz beta intervention leads to substantial improvements at the group level in both congruent and incongruent Stroop task performance. However, despite these overall improvements, a consistent increase in IS-values was not observed. Notably, an individualized analysis of CF and IS-values reveals a significant correlation between these metrics, suggesting that beta entrainment enhances dominant cognitive attributes on an individual basis. Specifically, our results indicate that beta entrainment selectively improves performance in the Stroop task that is already more dominant for a given individual.
期刊介绍:
Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.