- Title
- Metastable brain waves
- Creator
- Roberts, James A.; Gollo, Leonardo L.; Abeysuriya, Romesh G.; Roberts, Gloria; Mitchell, Philip B.; Woolrich, Mark W.; Breakspear, Michael
- Relation
- NHMRC.1145168 http://purl.org/au-research/grants/nhmrc/1145168
- Relation
- Nature Communications Vol. 10, Issue 1, no. 1056
- Publisher Link
- http://dx.doi.org/10.1038/s41467-019-08999-0
- Publisher
- Nature Publishing Group
- Resource Type
- journal article
- Date
- 2019
- Description
- Traveling patterns of neuronal activity—brain waves—have been observed across a breadth of neuronal recordings, states of awareness, and species, but their emergence in the human brain lacks a firm understanding. Here we analyze the complex nonlinear dynamics that emerge from modeling large-scale spontaneous neural activity on a whole-brain network derived from human tractography. We find a rich array of three-dimensional wave patterns, including traveling waves, spiral waves, sources, and sinks. These patterns are metastable, such that multiple spatiotemporal wave patterns are visited in sequence. Transitions between states correspond to reconfigurations of underlying phase flows, characterized by nonlinear instabilities. These metastable dynamics accord with empirical data from multiple imaging modalities, including electrical waves in cortical tissue, sequential spatiotemporal patterns in resting-state MEG data, and large-scale waves in human electrocorticography. By moving the study of functional networks from a spatially static to an inherently dynamic (wave-like) frame, our work unifies apparently diverse phenomena across functional neuroimaging modalities and makes specific predictions for further experimentation.
- Subject
- neuronal activity; brain waves; metastable; human electrocorticography
- Identifier
- http://hdl.handle.net/1959.13/1454892
- Identifier
- uon:45015
- Identifier
- ISSN:2041-1723
- Rights
- © 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/.
- Language
- eng
- Full Text
- Reviewed
- Hits: 2102
- Visitors: 2281
- Downloads: 181
| Thumbnail | File | Description | Size | Format | |||
|---|---|---|---|---|---|---|---|
| View Details Download | ATTACHMENT02 | Publisher version (open access) | 6 MB | Adobe Acrobat PDF | View Details Download |