Lecture Videos

1. Overview and Ionic Currents

2. RC Circuit and Nernst Potential

3. Nernst Potential and Integrate and Fire Models

4. Hodgkin-Huxley Model Part 1

5. Hodgkin-Huxley Model Part 2

6. Dendrites

7. Synapses

8. Spike Trains

9. Receptive Fields

10. Time Series

11. Spectral Analysis Part 1

12. Spectral Analysis Part 2

13. Spectral Analysis Part 3

14. Rate Models and Perceptrons

15. Matrix Operations

16. Basis Sets

17. Principal Components Analysis​

18. Recurrent Networks

19. Neural Integrators

20. Hopfield Networks