Skip to main content

Introduction to modeling the brain

By
Difficulty level
Beginner
Speaker
Type
Duration
1:23:01

This lecture covers an Introduction to neuron anatomy and signaling, and different types of models, including the Hodgkin-Huxley model.

Topics covered in this lesson

1. Brief introduction to systems level imaging of the brain and the impact on modeling the brain
2. Introduction to neuron anatomy and signaling
3. Approaches to bridge levels of modeling
4. Methods for measuring brain activity
5. Introduction to electrical ciruits
6. Hodgkin-Huxley model of action potential propagation in axons
7. Signal processing in neurons
8. Types of models:
a. compartmental forward modeling scheme
b. Simplified neuron model
c. Firing rate model
9. Neural Networks
10. Brain prosthesis

Prerequisites

It is recommended to first view the mini-lectures in the series Basic mathematics for computational neuroscience.