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. 2019 Nov 19;9:17057. doi: 10.1038/s41598-019-53565-9

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© 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/.

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We present the three components decomposed from 5D tensor in four different models. The top row shows the decomposed components in space (topographical plots), frequency and time dimension. Three colours (blue, red and yellow) are used to indicate the three decomposed components: beta (with peak frequency between 15–30 Hz), alpha (with peak frequency between 6–13 Hz) and theta (with peak frequency between 4–6 Hz), respectively.