NAIL088: Informatics and Cognitive Science 2
Synopsis
This course gives an introduction into computational neuroscience and cognitive psychology. The second term will focus primarily on visual system, computational modelling, spatial cognition. This course runs in English.
Course work
Passing of the course requires three components:
- Active participation
- Computational neuroscience paper presentation: the list
- Term project (in the form of report): the assignment
The term project will be an assignment, which will involve delivering a report on analysis of a model of mouse primary visual cortex.
Lecture overview and slides
The course will take place every Monday at 14:00-17:10 in room 510.
For remote access to the lecture join this Zoom sessoion.
The first 90 minutes will be a lecture followed by 90 minute exercise session. The following schedule is provisional, it can change depending on availability of visiting lecturers.
| Date | Lecture | Exercise | Slides |
|---|---|---|---|
| 26.2. | Sub-cortical vision, color, binocularity | NONE | slides |
| 4.3. | Medium-to-high level vision I | Mouse V1 DNN models | slides |
| 11.3. | Medium-to-high level vision II | Measuring orientation tuning in mouse V1 | slides |
| 18.3. | Computational modelling: machine learning | Term project introduction | |
| 25.3. | Computational modelling: normative models | Term project work | slides |
| 1.4. | HOLIDAYS | Term project work | |
| 8.4. | Computational modelling: development | Term project work | slides |
| 15.4. | Computational modelling: dynamical models | Topographica demo | |
| 22.4. | Synaptic plasticity (Daniel Novák) | Term project work | |
| 29.4. | CANCELLED | Term project work | |
| 6.5. | Paper presentations I | Paper presentations I | |
| 13.5. | Computational modelling: dynamical models II (Pavel Haman) | Paper presentations II | |
| 20.5. | Hippocampus (Karel Ježek) | Term project work |