Sonification of electronic dynamical systems: Spectral characteristics and sound evaluation using EEG features

IF 3.1 3区 工程技术 Q2 NEUROSCIENCES Cognitive Neurodynamics Pub Date : 2024-05-09 DOI:10.1007/s11571-024-10112-1
G. Acosta Martínez, E. Guevara, E. S. Kolosovas-Machuca, P. G. Rodrigues, D. C. Soriano, E. Tristán Hernández, L. J. Ontañón-García
{"title":"Sonification of electronic dynamical systems: Spectral characteristics and sound evaluation using EEG features","authors":"G. Acosta Martínez, E. Guevara, E. S. Kolosovas-Machuca, P. G. Rodrigues, D. C. Soriano, E. Tristán Hernández, L. J. Ontañón-García","doi":"10.1007/s11571-024-10112-1","DOIUrl":null,"url":null,"abstract":"<p>Chaos is often described as the limited development of nonlinear dynamic systems that create intricate and non-repetitive patterns. In this study, we questioned how chaotic electronic signals can be transformed into sound stimuli and explored their impact on brain activity using Electroencephalography (EEG). Our experiment involved 31 participants exposed to sounds generated from three processes from electronic implementations: signals from chaotic attractors, periodic limit cycles,and aleatory distributions. Our goal was to analyze characteristics and EEG signals to uncover the complex relationship between chaotic auditory stimuli and cognitive processes. Interestingly the chaotic stimuli caused a reduction in synchronization in the delta (<span>\\(\\delta\\)</span>) and theta (<span>\\(\\theta\\)</span>) frequency bands. We observed differences of up to 30 and 40%, primarily concentrated in the brain’s frontal areas. This desynchronization in <span>\\(\\delta\\)</span> and <span>\\(\\theta\\)</span> bands, seen in individuals, has implications for regulating irregular <span>\\(\\theta\\)</span> power in certain neural disorders. On the other hand, exposure to signals had mostly minimal effects on EEG readings. This research significantly contributes to our understanding of how the brain responds to stimuli derived from electronic systems. It sheds light on applications for modulating activity. Examining unpredictable sounds offers an understanding of the unique impacts of chaotic auditory inputs on brain activity, opening possibilities for further investigations at the crossroads of chaos theory, acoustics, and neuroscience.</p>","PeriodicalId":10500,"journal":{"name":"Cognitive Neurodynamics","volume":"44 1","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cognitive Neurodynamics","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1007/s11571-024-10112-1","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Chaos is often described as the limited development of nonlinear dynamic systems that create intricate and non-repetitive patterns. In this study, we questioned how chaotic electronic signals can be transformed into sound stimuli and explored their impact on brain activity using Electroencephalography (EEG). Our experiment involved 31 participants exposed to sounds generated from three processes from electronic implementations: signals from chaotic attractors, periodic limit cycles,and aleatory distributions. Our goal was to analyze characteristics and EEG signals to uncover the complex relationship between chaotic auditory stimuli and cognitive processes. Interestingly the chaotic stimuli caused a reduction in synchronization in the delta (\(\delta\)) and theta (\(\theta\)) frequency bands. We observed differences of up to 30 and 40%, primarily concentrated in the brain’s frontal areas. This desynchronization in \(\delta\) and \(\theta\) bands, seen in individuals, has implications for regulating irregular \(\theta\) power in certain neural disorders. On the other hand, exposure to signals had mostly minimal effects on EEG readings. This research significantly contributes to our understanding of how the brain responds to stimuli derived from electronic systems. It sheds light on applications for modulating activity. Examining unpredictable sounds offers an understanding of the unique impacts of chaotic auditory inputs on brain activity, opening possibilities for further investigations at the crossroads of chaos theory, acoustics, and neuroscience.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
电子动力系统的声学化:利用脑电图特征进行频谱特征和声音评估
混沌通常被描述为非线性动态系统的有限发展,它能创造出错综复杂且不重复的模式。在这项研究中,我们探讨了如何将混沌电子信号转化为声音刺激,并利用脑电图(EEG)探索其对大脑活动的影响。我们的实验有 31 名参与者参与,他们暴露在由三种电子实现过程产生的声音中:混沌吸引子信号、周期性极限循环信号和任意分布信号。我们的目标是分析特征和脑电图信号,揭示混沌听觉刺激与认知过程之间的复杂关系。有趣的是,混沌刺激会导致delta(\(\delta\))和theta(\(\theta\))频段的同步性降低。我们观察到的差异高达30%和40%,主要集中在大脑的额叶区域。这种在个体中出现的θ和θ频段的不同步现象,对于调节某些神经失调的不规则θ功率具有重要意义。另一方面,暴露于信号对脑电图读数的影响很小。这项研究极大地促进了我们对大脑如何对来自电子系统的刺激做出反应的理解。它为调节活动的应用提供了启示。通过研究不可预测的声音,我们可以了解混沌听觉输入对大脑活动的独特影响,为在混沌理论、声学和神经科学的交叉领域开展进一步研究提供了可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Cognitive Neurodynamics
Cognitive Neurodynamics 医学-神经科学
CiteScore
6.90
自引率
18.90%
发文量
140
审稿时长
12 months
期刊介绍: Cognitive Neurodynamics provides a unique forum of communication and cooperation for scientists and engineers working in the field of cognitive neurodynamics, intelligent science and applications, bridging the gap between theory and application, without any preference for pure theoretical, experimental or computational models. The emphasis is to publish original models of cognitive neurodynamics, novel computational theories and experimental results. In particular, intelligent science inspired by cognitive neuroscience and neurodynamics is also very welcome. The scope of Cognitive Neurodynamics covers cognitive neuroscience, neural computation based on dynamics, computer science, intelligent science as well as their interdisciplinary applications in the natural and engineering sciences. Papers that are appropriate for non-specialist readers are encouraged. 1. There is no page limit for manuscripts submitted to Cognitive Neurodynamics. Research papers should clearly represent an important advance of especially broad interest to researchers and technologists in neuroscience, biophysics, BCI, neural computer and intelligent robotics. 2. Cognitive Neurodynamics also welcomes brief communications: short papers reporting results that are of genuinely broad interest but that for one reason and another do not make a sufficiently complete story to justify a full article publication. Brief Communications should consist of approximately four manuscript pages. 3. Cognitive Neurodynamics publishes review articles in which a specific field is reviewed through an exhaustive literature survey. There are no restrictions on the number of pages. Review articles are usually invited, but submitted reviews will also be considered.
期刊最新文献
A memristor-based circuit design of avoidance learning with time delay and its application Perceptual information processing in table tennis players: based on top-down hierarchical predictive coding EEG-based deception detection using weighted dual perspective visibility graph analysis The dynamical behavior effects of different numbers of discrete memristive synaptic coupled neurons Advancements in automated diagnosis of autism spectrum disorder through deep learning and resting-state functional mri biomarkers: a systematic review
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1