Neurokognition I [finished]
Oral exams for Neurokognition will take place on 21.03., 22.03., 28.03. - 9.00-18.00.
Please register directly with Susan Koehler by providing a list of possible dates and whether you want to attend the exam on-line or on-site (if possible): susan.koehler@informatik.tu-chemnitz.de
Information on the exam procedure can be found in the forum.
Lecture videos can be found under "Lectures", additional information on the online-exercises can be found in the forum. Lecture slides and exercise material can be found on the lecture web page.
Online-exercise every Monday, 9.15 (here).
Due to scheduling constraints, there will be no live exercises any more - only recordings. However, on January 31st (9.15), Prof. Hamker will give you the opportunity to ask questions about the lecture material and get more thorough explanations. Link: https://webroom.hrz.tu-chemnitz.de/gl/fre-pmf-boi-pii
Please review your notes and post any questions in the forum or to valentin.forch@informatik.tu-chemnitz.de so I can relay them.
Program:
- Week 1 (11.10.21): Introduction | Exercise: Matlab introduction
- Week 2 (18.10.21): The neuron as an electrical circuit | Exercise: Euler's Method
- Week 3 (25.10.21): Integrate- and fire models | Exercise: Integrate-and-fire model (Part A)
- Week 4 (01.11.21): Membrane equation, Hodgkin and Huxley model | Exercise: Integrate-and-fire model (Part B)
- Week 5 (08.11.21): Beyond Hodgkin and Huxley | Exercise: Hodgkin-Huxley (Parts A and B)
- Week 6 (15.11.21): Synapses | Exercise: Hodgkin-Huxley (Parts C and D)
- Week 7 (22.11.21): Hybrid spiking models | Exercise: Hodgkin-Huxley (Parts E and F)
- Week 8 (29.11.21): The rate code, Poisson neurons | Exercise: Synapses
- Week 9 (06.12.21): Phase Plane Models | Exercise: Hybrid Spiking Models
- Week 10 (13.12.21): Neural principles, Rate-based learning rules | Exercise: Hebbian Learning
- Week 11 (03.01.22): Homeostatic Plasticity | Exercise: Multi-Neuron Learning
- Week 12 (10.01.22): Spike-time dependent learning rules | Exercise: Voltage-based STDP
- Week 13 (17.01.22): Node-perturbation
- Week 14 (24.01.22): Lateral and feedback circuits, Coordinate Transformations | Exercise: Radial Basis Function Networks