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Long-range temporal correlation in Auditory Brainstem Responses to Spoken Syllable/da/
The speech auditory brainstem response (sABR) is an objective clinical tool to diagnose particular impairments along the auditory brainstem pathways. We explore the scaling behavior of the brainstem in response to synthetic /da/ stimuli using a proposed pipeline including Multifractal Detrended Movi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6370814/ https://www.ncbi.nlm.nih.gov/pubmed/30741968 http://dx.doi.org/10.1038/s41598-018-38215-w |
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author | Mozaffarilegha, Marjan Movahed, S. M. S. |
author_facet | Mozaffarilegha, Marjan Movahed, S. M. S. |
author_sort | Mozaffarilegha, Marjan |
collection | PubMed |
description | The speech auditory brainstem response (sABR) is an objective clinical tool to diagnose particular impairments along the auditory brainstem pathways. We explore the scaling behavior of the brainstem in response to synthetic /da/ stimuli using a proposed pipeline including Multifractal Detrended Moving Average Analysis (MFDMA) modified by Singular Value Decomposition. The scaling exponent confirms that all normal sABR are classified into the non-stationary process. The average Hurst exponent is H = 0:77 ± 0:12 at 68% confidence interval indicating long-range correlation which shows the first universality behavior of sABR. Our findings exhibit that fluctuations in the sABR series are dictated by a mechanism associated with long-term memory of the dynamic of the auditory system in the brainstem level. The q-dependency of h(q) demonstrates that underlying data sets have multifractal nature revealing the second universality behavior of the normal sABR samples. Comparing Hurst exponent of original sABR with the results of the corresponding shuffled and surrogate series, we conclude that its multifractality is almost due to the long-range temporal correlations which are devoted to the third universality. Finally, the presence of long-range correlation which is related to the slow timescales in the subcortical level and integration of information in the brainstem network is confirmed. |
format | Online Article Text |
id | pubmed-6370814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63708142019-02-15 Long-range temporal correlation in Auditory Brainstem Responses to Spoken Syllable/da/ Mozaffarilegha, Marjan Movahed, S. M. S. Sci Rep Article The speech auditory brainstem response (sABR) is an objective clinical tool to diagnose particular impairments along the auditory brainstem pathways. We explore the scaling behavior of the brainstem in response to synthetic /da/ stimuli using a proposed pipeline including Multifractal Detrended Moving Average Analysis (MFDMA) modified by Singular Value Decomposition. The scaling exponent confirms that all normal sABR are classified into the non-stationary process. The average Hurst exponent is H = 0:77 ± 0:12 at 68% confidence interval indicating long-range correlation which shows the first universality behavior of sABR. Our findings exhibit that fluctuations in the sABR series are dictated by a mechanism associated with long-term memory of the dynamic of the auditory system in the brainstem level. The q-dependency of h(q) demonstrates that underlying data sets have multifractal nature revealing the second universality behavior of the normal sABR samples. Comparing Hurst exponent of original sABR with the results of the corresponding shuffled and surrogate series, we conclude that its multifractality is almost due to the long-range temporal correlations which are devoted to the third universality. Finally, the presence of long-range correlation which is related to the slow timescales in the subcortical level and integration of information in the brainstem network is confirmed. Nature Publishing Group UK 2019-02-11 /pmc/articles/PMC6370814/ /pubmed/30741968 http://dx.doi.org/10.1038/s41598-018-38215-w Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Mozaffarilegha, Marjan Movahed, S. M. S. Long-range temporal correlation in Auditory Brainstem Responses to Spoken Syllable/da/ |
title | Long-range temporal correlation in Auditory Brainstem Responses to Spoken Syllable/da/ |
title_full | Long-range temporal correlation in Auditory Brainstem Responses to Spoken Syllable/da/ |
title_fullStr | Long-range temporal correlation in Auditory Brainstem Responses to Spoken Syllable/da/ |
title_full_unstemmed | Long-range temporal correlation in Auditory Brainstem Responses to Spoken Syllable/da/ |
title_short | Long-range temporal correlation in Auditory Brainstem Responses to Spoken Syllable/da/ |
title_sort | long-range temporal correlation in auditory brainstem responses to spoken syllable/da/ |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6370814/ https://www.ncbi.nlm.nih.gov/pubmed/30741968 http://dx.doi.org/10.1038/s41598-018-38215-w |
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