Evidence map›Paper›PMID 24847242›Full record

ArticleFrontiers in computational neuroscience2014

Excitatory and inhibitory STDP jointly tune feedforward neural circuits to selectively propagate correlated spiking activity.

Florence I Kleberg, Tomoki Fukai, Matthieu Gilson

Abstract read
In one paragraph

Article in Frontiers in computational neuroscience, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

27 citing papers in PubMed.

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  8. Synapse-type-specific competitive Hebbian learning forms functional recurrent networks.Proceedings of the National Academy of Sciences of the United States of America · 2024
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  16. [The research on dynamic properties of the small world neural network based on the synaptic plasticity].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2018
    Article
  17. Detailed Dendritic Excitatory/Inhibitory Balance through Heterosynaptic Spike-Timing-Dependent Plasticity.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2017
    Article
  18. Hebbian Spike-Timing Dependent Plasticity at the Cerebellar Input Stage.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2017
    Article
  19. Hebbian plasticity requires compensatory processes on multiple timescales.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2017
    Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Florence I KlebergLab for Neural Circuit Theory, RIKEN Brain Science Institute Wako, Japan.
Tomoki FukaiLab for Neural Circuit Theory, RIKEN Brain Science Institute Wako, Japan.
Matthieu GilsonLab for Neural Circuit Theory, RIKEN Brain Science Institute Wako, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Spike-timing-dependent plasticity (STDP) has been well established between excitatory neurons and several computational functions have been proposed in various neural systems. Despite some recent efforts, however, there is a significant lack of functional understanding of inhibitory STDP (iSTDP) and its interplay with excitatory STDP (eSTDP). Here, we demonstrate by analytical and numerical methods that iSTDP contributes crucially to the balance of excitatory and inhibitory weights for the selection of a specific signaling pathway among other pathways in a feedforward circuit. This pathway selection is based on the high sensitivity of STDP to correlations in spike times, which complements a recent proposal for the role of iSTDP in firing-rate based selection. Our model predicts that asymmetric anti-Hebbian iSTDP exceeds asymmetric Hebbian iSTDP for supporting pathway-specific balance, which we show is useful for propagating transient neuronal responses. Furthermore, we demonstrate how STDPs at excitatory-excitatory, excitatory-inhibitory, and inhibitory-excitatory synapses cooperate to improve the pathway selection. We propose that iSTDP is crucial for shaping the network structure that achieves efficient processing of synchronous spikes.

Indexed as

correlationdisynapticexcitation–inhibition balanceinhibitionplasticityspike-timingSTDP

Identifiers

PMID24847242
PMCPMC4019846

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Registered trials

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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.