Constraining neuron models with experimental data

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Threshold in the Hodgkin-Huxley Model

Explores the firing threshold in the Hodgkin-Huxley model and the behavior of neurons under different current inputs.

Modeling the electrical activity of the neuron

Explores the modeling of neuron electrical activity, including ion channels and concentrations, Nernst equation, and resting potential.

Finding Parameters: Neuron Simulation Optimization

Explores finding parameters for neuron models and the importance of multi-objective optimization.

Ion Channels: Structure and Function

Explores the structure and function of ion channels, their classification, membrane permeability, and role in single-cell activities.

Action Potentials and Electrical Excitability

Explores the generation and propagation of action potentials in neurons, including the historical significance of Hodgkin & Huxley's work.

Cellular Mechanisms of Brain Function

Explores cellular mechanisms of brain function, focusing on ion channels and action potentials.

Resting Membrane Potential

Discusses resting membrane potential, ion channels, and the Na+/K+ pump.

Introduction into the module

Introduces nerve cells' electrical activity, focusing on spikes and synaptic potentials.

Electrical Modeling of Neurons

Explores the mathematical framework and challenges of modeling neurons, discussing passive and active membrane mechanisms and the representation of the membrane as an electrical circuit.

Electricity in Cells

Explores the physical basis of signal propagation in neurons, focusing on membrane potential setup and ion channels.