Bachelor
2025/2026
Introduction to Computational Neuroscience
Type:
Compulsory course (Cognitive Neurobiology)
When:
3 year, 3, 4 module
Open to:
students of one campus
Instructors:
Осетрова Мария Станиславовна
Language:
English
Course Syllabus
Abstract
The course is intended for third-year undergraduate students with a degree in Cognitive Neuroscience. The purpose of the Introduction to Computational Neuroscience course is to provide students with knowledge in various fields related to computational modeling of neural systems and their applications to understanding brain functions. The course covers topics such as model types, generalized linear models, data dimensionality reduction techniques, and the fundamentals of machine learning, which are fundamental to computational neuroscience. The course takes place in the format of lectures with homework aimed at putting the acquired knowledge into practice.