Get 20M+ Full-Text Papers For Less Than $1.50/day. Start a 14-Day Trial for You or Your Team.

Learn More →

Control of epileptic activities in a cortex network of multiple coupled neural populations under electromagnetic induction

Control of epileptic activities in a cortex network of multiple coupled neural populations under... Epilepsy is believed to be associated with the abnormal synchronous neuronal activity in the brain, which results from large groups or circuits of neurons. In this paper, we choose to focus on the temporal lobe epilepsy, and establish a cortex network of multiple coupled neural populations to explore the epileptic activities under electromagnetic induction. We demonstrate that the epileptic activities can be controlled and modulated by electromagnetic induction and coupling among regions. In certain regions, these two types of control are observed to show exactly reverse effects. The results show that the strong electromagnetic induction is conducive to eliminating the epileptic seizures. The coupling among regions has a conduction effect that the previous normal background activity of the region gives way to the epileptic discharge, owing to coupling with spike wave discharge regions. Overall, these results highlight the role of electromagnetic induction and coupling among the regions in controlling and modulating epileptic activities, and might provide novel insights into the treatments of epilepsy. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Applied Mathematics and Mechanics Springer Journals

Control of epileptic activities in a cortex network of multiple coupled neural populations under electromagnetic induction

Download PDF
16 pages

Loading next page...
 
/lp/springer-journals/control-of-epileptic-activities-in-a-cortex-network-of-multiple-ZrV0wG9dgT
Publisher
Springer Journals
Copyright
Copyright © Shanghai University 2023
ISSN
0253-4827
eISSN
1573-2754
DOI
10.1007/s10483-023-2969-9
Publisher site
See Article on Publisher Site

Abstract

Epilepsy is believed to be associated with the abnormal synchronous neuronal activity in the brain, which results from large groups or circuits of neurons. In this paper, we choose to focus on the temporal lobe epilepsy, and establish a cortex network of multiple coupled neural populations to explore the epileptic activities under electromagnetic induction. We demonstrate that the epileptic activities can be controlled and modulated by electromagnetic induction and coupling among regions. In certain regions, these two types of control are observed to show exactly reverse effects. The results show that the strong electromagnetic induction is conducive to eliminating the epileptic seizures. The coupling among regions has a conduction effect that the previous normal background activity of the region gives way to the epileptic discharge, owing to coupling with spike wave discharge regions. Overall, these results highlight the role of electromagnetic induction and coupling among the regions in controlling and modulating epileptic activities, and might provide novel insights into the treatments of epilepsy.

Journal

Applied Mathematics and Mechanics – Springer Journals

Published: Mar 1, 2023

Keywords: epilepsy; electromagnetic induction; multiple coupled neural population; dynamical transition; O175; O322; 34H05; 37N25; 65C30; 92B20

References

  • The human connectome: a structural description of the human brain
    Sporns, O; Tononi, G; Kötter, R
  • Toward discovery science of human brain function
    Biswal, B B; Mennes, M; Zuo, X N; Gohel, S; Kelly, C; Smith, S M; Beckmann, C F; Adelstein, J S; Buckner, R L; Colcombe, S
  • Magnetoencephalography: from SQUIDs to neuroscience: NeuroImage 20th anniversary special edition
    Hari, R; Salmelin, R
  • Complex brain networks: graph theoretical analysis of structural and functional systems
    Bullmore, E; Sporns, O
  • The economy of brain network organization
    Bullmore, E; Sporns, O
  • State-space model with deep learning for functional dynamics estimation in resting-state fMRI
    Suk, H; Wee, C Y; Lee, S W; Shen, D G
  • Mapping the structural core of human cerebral cortex
    Hagmann, P; Cammoun, L; Gigandet, X; Meuli, R; Honey, C J; Wedeen, V J; Sporns, O
  • BrainNet viewer: a network visualization tool for human brain connectomics
    Xia, M R; Wang, J H; He, Y
  • Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: evidence from whole-brain resting-state functional connectivity patterns of schizophrenia
    Kim, J; Calhoun, V D; Shim, E; Lee, J H
  • Linked dimensions of psychopathology and connectivity in functional brain networks
    Xia, C H; Ma, Z M; Ciric, R; Gu, S; Betzel, R F; Kaczkurkin, A N; Calkins, M E; Cook, P A; García De La Garza, A; Vandekar, S N
  • Neurodynamics analysis of brain information transmission
    Wang, R B; Zhang, Z K; Tse, C K
  • Controlling a neuron by stimulating a coupled neuron
    Liang, S; Wang, Z H
  • A review of computational modeling and deep brain stimulation: applications to Parkinson’s disease
    Yu, Y; Wang, X M; Wang, Q S; Wang, Q Y
  • Global and regional functional connectivity maps of neural oscillations in focal epilepsy
    Englot, D J; Hinkley, L B; Kort, N S; Imber, B S; Mizuiri, D; Honma, S M; Findlay, A M; Garrett, C; Cheung, P L; Mantle, M
  • Predicting surgery targets in temporal lobe epilepsy through structural connectome based simulations
    Hutchings, F; Han, C E; Keller, S S; Weber, B; Taylor, P N; Kaiser, M
  • Improving control effects of absence seizures using single-pulse alternately resetting stimulation (SARS) of corticothalamic circuit
    Fan, D G; Zheng, Y H; Yang, Z C; Wang, Q Y
  • Unified analysis of global and focal aspects of absence epilepsy via neural field theory of the corticothalamic system
    Yang, D P; Robinson, P A
  • Stimulation strategies for absence seizures: targeted therapy of the focus in coupled thalamocortical model
    Wang, Z H; Wang, Q Y
  • Transition dynamics of generalized multiple epileptic seizures associated with thalamic reticular nucleus excitability: a computational study
    Liu, S Y; Wang, Q Y
  • A spatially continuous mean field theory of electrocortical activity
    Liley, D T; Cadusch, P J; Dafilis, M P
  • Dynamics of large-scale brain activity in normal arousal states and epileptic seizures
    Robinson, P; Rennie, C; Rowe, D
  • Classifying dynamic transitions in high dimensional neural mass models: a random forest approach
    Ferrat, L A; Goodfellow, M; Terry, J R
  • Critical roles of the direct GABAergic pallido-cortical pathway in controlling absence seizures
    Chen, M; Guo, D; Li, M; Ma, T; Wu, S; Ma, J; Cui, Y; Xia, Y; Xu, P; Yao, D
  • Electromagnetic radiation from memristor applied to basal ganglia helps in controlling absence seizures
    Vinaya, M; Ignatius, R P
  • The dynamical role of electromagnetic induction in epileptic seizures: a double-edged sword
    Zhao, J Y; Wang, Q Y
  • Properties of a mass of cells capable of regenerating pulses
    Beurle, R L
  • Excitatory and inhibitory interactions in localized populations of model neurons
    Wilson, H R; Cowan, J D
  • A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue
    Wilson, H R; Cowan, J D
  • Model of brain rhythmic activity. The alpha-rhythm of the thalamus
    Da Silva, F L; Hoeks, A; Smits, H; Zetterberg, L
  • A neurophysiologically-based mathematical model of flash visual evoked potentials
    Jansen, B H; Zouridakis, G; Brandt, M E
  • Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns
    Jansen, B H; Rit, V G
  • Epileptic fast activity can be explained by a model of impaired GABAergic dendritic inhibition
    Wendling, F; Bartolomei, F; Bellanger, J J; Chauvel, P
  • A realistic neural mass model of the cortex with laminar-specific connections and synaptic plasticity-evaluation with auditory habituation
    Wang, P; Knösche, T R
  • Control and analysis of epilepsy waveforms in a disinhibition model of cortex network
    Shen, Z; Deng, Z C; Du, L; Zhang, H H; Yan, L Y; Xiao, P C
  • Relevance of nonlinear lumped-parameter models in the analysis of depth-EEG epileptic signals
    Wendling, F; Bellanger, J J; Bartolomei, F; Chauvel, P
  • A neural mass model for MEG/EEG: coupling and neuronal dynamics
    David, O; Friston, K J
  • A neural mass model for the simulation of cortical activity estimated from high resolution EEG during cognitive or motor tasks
    Zavaglia, M; Astolfi, L; Babiloni, F; Ursino, M
  • Relating structural and functional anomalous connectivity in the aging brain via neural mass modeling
    Pons, A J; Cantero, J L; Atienza, M; Garcia-Ojalvo, J
  • Neural mass models as a tool to investigate neural dynamics during seizures
    Kameneva, T; Ying, T; Guo, B; Freestone, D R
  • Bifurcation analysis of two coupled Jansen-Rit neural mass models
    Ahmadizadeh, S; Karoly, P J; Nešić, D; Grayden, D B; Cook, M J; Soudry, D; Freestone, D R
  • Transition dynamics of epileptic seizures in the coupled thalamocortical network model
    Cao, Y; He, X Y; Hao, Y Q; Wang, Q Y
  • Seizure dynamics of coupled oscillators with epileptor field model
    Zhang, H H; Xiao, P C
  • Model of electrical activity in a neuron under magnetic flow effect
    Lv, M; Wang, C N; Ren, G D; Ma, J; Song, X L
  • Synchronization and wave propagation in neuronal network under field coupling
    Lv, M; Ma, J; Yao, Y G; Alzahrani, F
  • Dynamical robustness and firing modes in multilayer memristive neural networks of nonidentical neurons
    Liu, Y Y; Sun, Z K; Yang, X L; Xu, W
  • Analysis of dynamical robustness of multilayer neuronal networks with inter-layer ephaptic coupling at different scales
    Liu, Y Y; Sun, Z K; Yang, X L; Xu, W
  • Rhythmicity and firing modes in modular neuronal network under electromagnetic field
    Liu, Y Y; Sun, Z K; Yang, X L; Xu, W
  • Structure-function relationship in complex brain networks expressed by hierarchical synchronization
    Zhou, C S; Zemanová, L; Zamora-Lopez, G; Hilgetag, C C; Kurths, J
  • Spatial multi-scaled chimera states of cerebral cortex network and its inherent structure-dynamics relationship in human brain
    Huo, S Y; Tian, C H; Zheng, M H; Guan, S G; Zhou, C S; Liu, Z H
  • Functional connectivity estimated from intracranial EEG predicts surgical outcome in intractable temporal lobe epilepsy
    Antony, A R; Alexopoulos, A V; González-Martínez, J A; Mosher, J C; Jehi, L; Burgess, R C; So, N K; Galán, R F
  • Large-scale gradients in human cortical organization
    Huntenburg, J M; Bazin, P L; Margulies, D S
  • Multimodal gradients across mouse cortex
    Fulcher, B D; Murray, J D; Zerbi, V; Wang, X J
  • Derivation and analysis of an ordinary differential equation mean-field model for studying clinically recorded epilepsy dynamics
    Marten, F; Rodrigues, S; Suffczynski, P; Richardson, M P; Terry, J R
  • The dynamic evolution of focal-onset epilepsies-combining theoretical and clinical observations
    Blenkinsop, A; Valentin, A; Richardson, M P; Terry, J R
  • Dynamics underlying interictal to ictal transition in temporal lobe epilepsy: insights from a neural mass model
    Fan, X; Gaspard, N; Legros, B; Lucchetti, F; Ercek, R; Nonclercq, A