Online Lecture: Theoretical Neuroscience II

Here you find recordings of the course Theoretical Neuroscience II, held by Jochen Braun at the University of Magdeburg.

Individual topics:

1. Firing rate models
2. Feedforward networks
3. Assiciative memory
4. State-space analysis
5. Hebbian models of plasticity
6. Stable Hebbian plasticity
7. Hebbian learning and development
8. Reinforcement learning I - Rescorla-Wagner rule
9. Reinforcement learning II - Temporal difference learning
10. Reinforcement learning III - Policy learning
11. Reinforcement learning IV - Actor-critic models
12. Causal models
13. Principal component analysis
14. Sparse coding
15. Independent component analysis