FYS488 Computational Neuroscience
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Showing course contents for the educational year 2022 - 2023 .
Course responsible: Gaute Tomas Einevoll
Teachers: Hans Ekkehard Plesser
ECTS credits: 10
Faculty: Faculty of Science and Technology
Teaching language: EN
Teaching exam periods:
Course frequency: Annually (next time 2021)
First time: Study year 2015-2016
Selected topics related to mathematical modelling of (i) signal processing in nerve cells, (ii) neural coding and decoding, (iii) receptive fields in the visual system, (iv) information transmission in the nervous system, (v) biophysics of nerve cells, (vi) biological neural networks, and (vii) learning and memory.
Gain a comprehensive understanding of how the properties of neurobiological systems can be modelled mathematically and be able to navigate in the academic literature on computatiional neuroscience. Be able to formulate and solve simple models from computational neuroscience. Be able to navigate in and acquire knowledge from scientific literature in the subject field in order to be able to develop more complicated models. Understand that mathematical models are necessary in order to understand complex neurobiological processes.
Lectures. Solve exercise problems by means analytical and computational methods. Combination of digital and physical teaching.
Students will be able to meet the lecturer outside the structured teaching time, also via video conference.
Mainly excerpts from Sterratt et al.: "Principles of Computational Modeling in Neuroscience"
Introductory courses in mathematics and computer science.
Introductory courses in physics (mechanics, electromagnetism, thermal physics).
Write and present report.
Oral examination of the topics covered in the course.
Evaluation of report. Presentation of report.
Special requirements in Science
Reduction of credits:
- 5 sp overlap with FYS386
- 10 sp overlap with FYS388
Type of course:
Lectures: 40 hours spread over several intensive teaching periods
Exercises: 26 hours
Lectures and exercise assistance will be focused on several short intensive teaching periods to facilitate the participation of students from all over Norway.
In addition to taking part in the oral examination, the examiner will be asked to contribute with an evaluation of the course's content and teaching arrangements.
Examination details: Oral exam: Letter grades