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. 2021 Jan 14;11:1309. doi: 10.1038/s41598-020-78815-z

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© The Author(s) 2021

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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/.

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Neuronal classification scheme varies with pruning. (a) Evolution of seven neurons in the branch-centrality space that is used for classification. Color corresponds to the relative energy consumption, averaged over the parameter space $0.5 \leq P \leq 1$ and $10^{- 2} \leq h \leq 10^{3}$ . The three symbols (square, triangle, and star) indicate the points at which snapshots are shown in panel b. (b) Snapshots of the dendritic structure and corresponding relative energy consumption profile after the specified number of pruning iterations. (c) Relative energy consumption of neurons as a function of centrality. With pruning iterations, the centrality decreases (marked by the direction of the black arrow, and also shown in Fig. 1e).

Neuronal classification scheme varies with pruning. (a) Evolution of seven neurons in the branch-centrality space that is used for classification. Color corresponds to the relative energy consumption, averaged over the parameter space $0.5 \leq P \leq 1$ and $10^{- 2} \leq h \leq 10^{3}$ . The three symbols (square, triangle, and star) indicate the points at which snapshots are shown in panel b. (b) Snapshots of the dendritic structure and corresponding relative energy consumption profile after the specified number of pruning iterations. (c) Relative energy consumption of neurons as a function of centrality. With pruning iterations, the centrality decreases (marked by the direction of the black arrow, and also shown in Fig. 1e).