Evidence map›Paper›PMID 42318008›Full record

ArticleFrontiers in computational neuroscience2026

NMDA receptor kinetics drive distinct routes to chaotic firing in pyramidal neurons.

Mehdi Borjkhani, Hadi Borjkhani, Morteza A Sharif, Fariba Bahrami, Mahyar Janahmadi

Abstract read
In one paragraph

Article in Frontiers in computational neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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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

5 authors.

Mehdi BorjkhaniInternational Centre for Translational Eye Research (ICTER), Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland.
Hadi BorjkhaniSchool of Engineering - Energy and Information, HTW Berlin - University of Applied Sciences, Berlin, Germany.
Morteza A SharifOptics and Laser Engineering Group, Faculty of Electrical Engineering, Urmia University of Technology, Urmia, Iran.
Fariba BahramiCIPCE, Motor Control and Computational Neuroscience Laboratory, School of ECE, College of Engineering, University of Tehran, Tehran, Iran.
Mahyar JanahmadiNeuroscience Research Center and Department of Physiology, Medical School, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Neuronal firing patterns emerge from complex interactions between intrinsic membrane properties and synaptic receptor dynamics. N-methyl-D-aspartate (NMDA) receptors critically shape calcium influx and synaptic plasticity through their voltage-dependent Mg Methods: We developed a Hodgkin-Huxley-type computational model incorporating NMDA, AMPA, and GABA receptor kinetics to investigate how the NMDA receptor closing rate β Results: The analysis revealed two mechanistically distinct pathways to firing irregularity. Pathway 1 (rapid-deactivation irregularity) emerged under relatively fast NMDA deactivation combined with specific input-frequency conditions, producing deterministic chaos with compromised information encoding. Pathway 2 (prolonged-activation irregularity) resulted from slow NMDA deactivation under weak drive, creating irregularity through sustained receptor activation and calcium influx. An optimal kinetic window emerged at β Discussion: These findings establish NMDA receptor kinetics as fundamental controllers of cortical excitability and information processing. The dual-pathway framework provides mechanistic insights into addiction-related memory formation, where prolonged NMDA activation enables pathological plasticity, and into visual processing disorders, where altered kinetics disrupt retinal function and cortical oscillatory balance. The identification of optimal kinetic windows and frequency-selective GABA modulation suggests therapeutic strategies based on kinetically specific interventions for neuropsychiatric disorders involving NMDA dysfunction.

Indexed as

addictionchaos theorycomputational neuroscienceinformation theoryneuronal dynamicsNMDA receptorssynaptic plasticityvisual processing

Identifiers

PMID42318008
PMCPMC13272316

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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.