ArticleCognitive neurodynamics2018
Mesoscopic neuron population modeling of normal/epileptic brain dynamics.
Article in Cognitive neurodynamics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Analysis of Epilepsy Treatment Strategies Based on an Astrocyte-Neuron-Coupled Network Model.Brain sciences · 2025Article
- A Pilot Investigation of Visual Pathways in Patients with Mild Traumatic Brain Injury.Neurology international · 2023Article
- Dynamic effect of electromagnetic induction on epileptic waveform.BMC neuroscience · 2022Article
- Deep-layer motif method for estimating information flow between EEG signals.Cognitive neurodynamics · 2022Article
- EEG power spectral density in locked-in and completely locked-in state patients: a longitudinal study.Cognitive neurodynamics · 2021Article
- Seizure localization using EEG analytical signals.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2020Article
- Brain activity during time to contact estimation: an EEG study.Cognitive neurodynamics · 2020Article
- Dynamic Transitions of Epilepsy Waveforms Induced by Astrocyte Dysfunction and Electrical Stimulation.Neural plasticity · 2020Article
- Modified-Distribution Entropy as the Features for the Detection of Epileptic Seizures.Frontiers in physiology · 2020Article
- Functional and effective connectivity based features of EEG signals for object recognition.Cognitive neurodynamics · 2019Article
- Complex temporal patterns processing by a neural mass model of a cortical column.Cognitive neurodynamics · 2019Article
- Transition of brain networks from an interictal to a preictal state preceding a seizure revealed by scalp EEG network analysis.Cognitive neurodynamics · 2019Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Simulations of EEG data provide the understanding of how the limbic system exhibits normal and abnormal states of the electrical activity of the brain. While brain activity exhibits a type of homeostasis of excitatory and inhibitory mesoscopic neuron behavior, abnormal neural firings found in the seizure state exhibits brain instability due to runaway oscillatory entrained neural behavior. We utilize a model of mesoscopic brain activity, the KIV model, where each network represents the areas of the limbic system, i.e., hippocampus, sensory cortex, and the amygdala. Our model initially demonstrates oscillatory entrained neural behavior as the epileptogenesis, and then by increasing the external weights that join the three networks that represent the areas of the limbic system, seizure activity entrains the entire system. By introducing an external signal into the model, simulating external electrical titration therapy, the modeled seizure behavior can be 'rebalanced' back to its normal state.
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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.