Computational Neuroscience
Courses
Spiking neurons as dynamical systems — from the LIF model upward.
Content for this course is still being written. For now, explore the skill map below — every node links to its full page.
Skill map
Each node is a skill; an arrow means "learn this first." Deep-dive links go to the full pages.
Hodgkin-Huxley…
Voltage-gated channels drive the action potential.
content coming soon
deep dive ↓The Hodgkin-Huxley Model
Leaky Integrate-and-Fire…
An RC threshold-and-reset neuron with a closed-form f-I.
content coming soon
deep dive ↓Leaky Integrate-and-Fire
Measurement Bridge…
Map lab observables to model outputs.
content coming soon
deep dive ↓What gets measured, what gets modeled
Wilson-Cowan…
Excitatory/inhibitory population-rate dynamics.
content coming soon
deep dive ↓The Wilson-Cowan Model
LIF Network Response…
Transfer functions of sparse networks via Lanczos+CF.
content coming soon
deep dive ↓Linear-Response Analysis of LIF Networks