Cellular Physiology: Neuronal Firing Patterns

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Model Optimisation with eFel and BluePyOpt

Covers the process of optimising neuron model parameters using eFel and BluePyOpt.

Modeling Electrophysiology: Different Scales

Covers modeling electrophysiology at different scales, discussing ion channels, single neurons, and microcircuits.

Ion Channels: Structure and Function

Explores the biophysics of ion channels and their vital role in neuronal signaling and physiological processes.

Constraining neuron models with experimental data

Explores constraining neuron models with experimental data, emphasizing the importance of deriving parameters from experimental data.

Threshold in the Hodgkin-Huxley Model

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

Compartmental Models: Active Dendrites

Explores compartmental models in computational neuroscience, focusing on active dendrites and experimental findings.

Hodgkin-Huxley Model

Covers the Hodgkin-Huxley model, describing action potential generation in neurons through ion channels dynamics.

Introduction into the module

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

Ion Channels: Structure and Function

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

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.