ArticleScientific reports2018
Associative properties of structural plasticity based on firing rate homeostasis in recurrent neuronal networks.
Article in Scientific reports, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed.
- Analytically tractable model of synaptic crowding explains emergent small-world structure and network dynamics.Scientific reports · 2026Article
- Reshaping reservoirs with unsupervised Hebbian adaptation.Nature communications · 2025Article
- Article
- Antifragile control systems in neuronal processing: a sensorimotor perspective.Biological cybernetics · 2025Review
- Resolving inconsistent effects of tDCS on learning using a homeostatic structural plasticity model.Frontiers in network physiology · 2025Article
- Excitatory-inhibitory homeostasis and bifurcation control in the Wilson-Cowan model of cortical dynamics.PLoS computational biology · 2025Article
- Does age protect against loss of tonotopy after acute deafness in adulthood?Frontiers in cellular neuroscience · 2024Article
- Repetitive transcranial magnetic stimulation (rTMS) triggers dose-dependent homeostatic rewiring in recurrent neuronal networks.PLoS computational biology · 2023Article
- Synaptic weights that correlate with presynaptic selectivity increase decoding performance.PLoS computational biology · 2023Article
- Homeostatic control of synaptic rewiring in recurrent networks induces the formation of stable memory engrams.PLoS computational biology · 2022Article
- Memories in a network with excitatory and inhibitory plasticity are encoded in the spiking irregularity.PLoS computational biology · 2021Article
- Network-centered homeostasis through inhibition maintains hippocampal spatial map and cortical circuit function.Cell reports · 2021Article
- Growth rules for the repair of Asynchronous Irregular neuronal networks after peripheral lesions.PLoS computational biology · 2021Article
- Hebbian and Homeostatic Synaptic Plasticity-Do Alterations of One Reflect Enhancement of the Other?Frontiers in cellular neuroscience · 2020Article
- The Interplay of Synaptic Plasticity and Scaling Enables Self-Organized Formation and Allocation of Multiple Memory Representations.Frontiers in neural circuits · 2020Article
- Emergence of Stable Synaptic Clusters on Dendrites Through Synaptic Rewiring.Frontiers in computational neuroscience · 2020Article
- Bifurcation analysis of the dynamics of interacting subnetworks of a spiking network.Scientific reports · 2019Article
- Stable memory and computation in randomly rewiring neural networks.Journal of neurophysiology · 2019Article
- Network remodeling induced by transcranial brain stimulation: A computational model of tDCS-triggered cell assembly formation.Network neuroscience (Cambridge, Mass.) · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Correlation-based Hebbian plasticity is thought to shape neuronal connectivity during development and learning, whereas homeostatic plasticity would stabilize network activity. Here we investigate another, new aspect of this dichotomy: Can Hebbian associative properties also emerge as a network effect from a plasticity rule based on homeostatic principles on the neuronal level? To address this question, we simulated a recurrent network of leaky integrate-and-fire neurons, in which excitatory connections are subject to a structural plasticity rule based on firing rate homeostasis. We show that a subgroup of neurons develop stronger within-group connectivity as a consequence of receiving stronger external stimulation. In an experimentally well-documented scenario we show that feature specific connectivity, similar to what has been observed in rodent visual cortex, can emerge from such a plasticity rule. The experience-dependent structural changes triggered by stimulation are long-lasting and decay only slowly when the neurons are exposed again to unspecific external inputs.
Indexed as
Identifiers
What OpenQuestion holds
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.