ArticlePloS one
Dynamic Control of Synchronous Activity in Networks of Spiking Neurons.
Article in PloS one. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Spontaneous Fluctuations in Alpha Peak Frequency along the Posterior-to-Anterior Cortical Plane.eNeuro · 2026Article
- Precision data-driven modeling of cortical dynamics reveals person-specific mechanisms underpinning brain electrophysiology.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Firing rate distributions in plastic networks of spiking neurons.Network neuroscience (Cambridge, Mass.) · 2025Article
- Probing latent brain dynamics in Alzheimer's disease via recurrent neural network.Cognitive neurodynamics · 2024Article
- Precision data-driven modeling of cortical dynamics reveals idiosyncratic mechanisms underlying canonical oscillations.bioRxiv : the preprint server for biology · 2023Article
- Neural rhythmic underpinnings of intergroup bias: implications for peace-building attitudes and dialogue.Social cognitive and affective neuroscience · 2022Article
- Mathematical Model Insights into EEG Origin under Transcranial Direct Current Stimulation (tDCS) in the Context of Psychosis.Journal of clinical medicine · 2022Article
- Arousal Fluctuations Govern Oscillatory Transitions Between DominantBrain topography · 2022Article
- Complexity Collapse, Fluctuating Synchrony, and Transient Chaos in Neural Networks With Delay Clusters.Frontiers in systems neuroscience · 2021Article
- Neurostimulation stabilizes spiking neural networks by disrupting seizure-like oscillatory transitions.Scientific reports · 2020Article
- EEG Correlates of Learning From Speech Presented in Environmental Noise.Frontiers in psychology · 2020Article
- Optimal Model Parameter Estimation from EEG Power Spectrum Features Observed during General Anesthesia.Neuroinformatics · 2018Article
- Effect of Stimulation Waveform on the Non-linear Entrainment of Cortical Alpha Oscillations.Frontiers in neuroscience · 2018Article
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Oscillatory brain activity is believed to play a central role in neural coding. Accumulating evidence shows that features of these oscillations are highly dynamic: power, frequency and phase fluctuate alongside changes in behavior and task demands. The role and mechanism supporting this variability is however poorly understood. We here analyze a network of recurrently connected spiking neurons with time delay displaying stable synchronous dynamics. Using mean-field and stability analyses, we investigate the influence of dynamic inputs on the frequency of firing rate oscillations. We show that afferent noise, mimicking inputs to the neurons, causes smoothing of the system's response function, displacing equilibria and altering the stability of oscillatory states. Our analysis further shows that these noise-induced changes cause a shift of the peak frequency of synchronous oscillations that scales with input intensity, leading the network towards critical states. We lastly discuss the extension of these principles to periodic stimulation, in which externally applied driving signals can trigger analogous phenomena. Our results reveal one possible mechanism involved in shaping oscillatory activity in the brain and associated control principles.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.