Editorial: From Structure to Function in Neuronal Networks: Effects of Adaptation, Time-Delays, and Noise

Overview

Journal Front Syst Neurosci

Specialty Neurology

Date 2022 May 9

PMID 35528150

Authors

Joana Cabral

Viktor Jirsa

Oleksandr V Popovych

Alessandro Torcini

Serhiy Yanchuk

Affiliations

Soon will be listed here.

Citing Articles

Whole brain functional connectivity: Insights from next generation neural mass modelling incorporating electrical synapses.

Forrester M, Petros S, Cattell O, Lai Y, Odea R, Sotiropoulos S PLoS Comput Biol. 2024; 20(12):e1012647.

PMID: 39637233 PMC: 11651611. DOI: 10.1371/journal.pcbi.1012647.

References

Abbott L, Nelson S . Synaptic plasticity: taming the beast. Nat Neurosci. 2000; 3 Suppl:1178-83. DOI: 10.1038/81453. View

Popovych O, Manos T, Hoffstaedter F, Eickhoff S . What Can Computational Models Contribute to Neuroimaging Data Analytics?. Front Syst Neurosci. 2019; 12:68. PMC: 6338060. DOI: 10.3389/fnsys.2018.00068. View

McIntosh A, Jirsa V . The hidden repertoire of brain dynamics and dysfunction. Netw Neurosci. 2019; 3(4):994-1008. PMC: 6777946. DOI: 10.1162/netn_a_00107. View

Park H, Friston K . Structural and functional brain networks: from connections to cognition. Science. 2013; 342(6158):1238411. DOI: 10.1126/science.1238411. View

Jansen B, Rit V . Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns. Biol Cybern. 1995; 73(4):357-66. DOI: 10.1007/BF00199471. View

Friston K, Kilner J, Harrison L . A free energy principle for the brain. J Physiol Paris. 2006; 100(1-3):70-87. DOI: 10.1016/j.jphysparis.2006.10.001. View

Jirsa V, Proix T, Perdikis D, Woodman M, Wang H, Gonzalez-Martinez J . The Virtual Epileptic Patient: Individualized whole-brain models of epilepsy spread. Neuroimage. 2016; 145(Pt B):377-388. DOI: 10.1016/j.neuroimage.2016.04.049. View

Suarez L, Markello R, Betzel R, Misic B . Linking Structure and Function in Macroscale Brain Networks. Trends Cogn Sci. 2020; 24(4):302-315. DOI: 10.1016/j.tics.2020.01.008. View

Berner R, Vock S, Scholl E, Yanchuk S . Desynchronization Transitions in Adaptive Networks. Phys Rev Lett. 2021; 126(2):028301. DOI: 10.1103/PhysRevLett.126.028301. View

10.

Messe A . Parcellation influence on the connectivity-based structure-function relationship in the human brain. Hum Brain Mapp. 2019; 41(5):1167-1180. PMC: 7267927. DOI: 10.1002/hbm.24866. View

11.

Dan Y, Poo M . Spike timing-dependent plasticity of neural circuits. Neuron. 2004; 44(1):23-30. DOI: 10.1016/j.neuron.2004.09.007. View

12.

Honey C, Sporns O, Cammoun L, Gigandet X, Thiran J, Meuli R . Predicting human resting-state functional connectivity from structural connectivity. Proc Natl Acad Sci U S A. 2009; 106(6):2035-40. PMC: 2634800. DOI: 10.1073/pnas.0811168106. View

13.

Ghosh A, Rho Y, McIntosh A, Kotter R, Jirsa V . Noise during rest enables the exploration of the brain's dynamic repertoire. PLoS Comput Biol. 2008; 4(10):e1000196. PMC: 2551736. DOI: 10.1371/journal.pcbi.1000196. View

14.

Ott E, Antonsen T . Low dimensional behavior of large systems of globally coupled oscillators. Chaos. 2008; 18(3):037113. DOI: 10.1063/1.2930766. View

15.

Taher H, Torcini A, Olmi S . Exact neural mass model for synaptic-based working memory. PLoS Comput Biol. 2020; 16(12):e1008533. PMC: 7771880. DOI: 10.1371/journal.pcbi.1008533. View

16.

Deco G, Jirsa V, McIntosh A, Sporns O, Kotter R . Key role of coupling, delay, and noise in resting brain fluctuations. Proc Natl Acad Sci U S A. 2009; 106(25):10302-7. PMC: 2690605. DOI: 10.1073/pnas.0901831106. View

17.

Cabral J, Kringelbach M, Deco G . Functional connectivity dynamically evolves on multiple time-scales over a static structural connectome: Models and mechanisms. Neuroimage. 2017; 160:84-96. DOI: 10.1016/j.neuroimage.2017.03.045. View

18.

Markram H, Lubke J, Frotscher M, Sakmann B . Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science. 1997; 275(5297):213-5. DOI: 10.1126/science.275.5297.213. View