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Neuro Electro Dynamics

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Neuro Electro Dynamics

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Research Frontiers in Computational Modeling of Ion Channel Kinetics

Creates Hodgkin-Huxley and Markov-state models to simulate channel gating dynamics and their contribution to neuronal excitability.

Allosteric Gating Mechanisms in Multi-State Ion Channels
Stochastic Noise in Neuronal Excitability Thresholds
Kinetic Heterogeneity Across Spatially Distributed Channel Populations
Voltage-Dependent Inactivation and Recovery Dynamics
Lipid Membrane Effects on Channel Conductance States
Calcium-Dependent Modulation of Channel Kinetics
Machine Learning Reconstruction of Hidden Gating States
Single-Channel Noise Signatures and Disease Phenotypes
Temperature-Induced Kinetic Transitions in Channelopathies
Cooperative Ion Permeation and Selectivity Filtering

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