NAIL087: Introduction to Computational Neuroscience I

Synopsis

This course represents an introduction into the subjects of computational neuroscience and cognitive psychology. The first semester focuses on basics of neural computation, including canonical models of neurons, architecture of cortical circuitry and its function and information processing in neural substrate. This basic knowledge is then built upon to introduce students to principles of cognition in several example systems, including vision and motor system. This course is taught by multiple experts in the respective sub-disciplines (see list of lectures below)

If you wish to gain better insight into latest developments in computational neuroscience consider joining also our Computational Neuroscience Seiminar NAIL128 running in parallel.

Requirements for passing the course

  1. A computational modelling task.
  2. Written test: Required reading: Bear book, available in library, chapters 1-5.

You will get a grade for each of the two tasks, and the final grade will be calculated as the arhitmetic mean of the two partial grades. Specific info on 1 and 2 will appear here later in the semester.

Lecture overview and slides

This semster the course is scheduled for Thursday, from 9:00 till 12:10. The course will take place in S4.

Date Session 1 (90 min) Session 2 (90 min) Slides
1.10. Introduction (Ján Antolík) Neurons biology I (Ján Antolík)  
8.10. Neurons biology II (Ján Antolík) Neuron models I (Pavel Haman)  
15.10. Neuron models II (Pavel Haman) Neurons models III (Pavel Haman)  
22.10. Neural coding (Pavel Haman) Cortical architecutre (Ján Antolík)  
29.10 TBD TBD  
5.11. LIF simulations (Karolína Korvasová) Brunel Network (Karolína Korvasová)  
12.11. TBD Introduction to project (Katka Studeničová)  
19.11. Neuromorphic computing (Giulia D’Angelo) Introduction to project (Jan Antolik)  
26.11. TEST Semester project (Jan Antolik + Katka Studeničová)  
3.12. Visual system 1 (Ján Antolik) Semester project (Jan Antolik + Katka Studeničová)  
10.12. Visual system 2 (Ján Antolik) Semester project (Jan Antolik + Katka Studeničová)  
17.12. TBD Semester project (Jan Antolik + Katka Studeničová)  
7.1. Motor cortex (Matej Hoffmann) Semester project (Jan Antolik + Katka Studeničová)