Laboratory of Computational Neuroscience
LCN - Brain Mind - I&C - Life Sciences - EPFL

EPFL Graduate Course (Master program):

Neural Networks and Biological modeling

I. Models of Single Neurons II. Synpatic changes and Learning III. Noise and the Neural Code IV. Structured Networks: Competition, Decision, Field Equations Recommanded text books

Attention. Many of the Exercises will be integrated in the lectures. For example a Monday session from 10h15 to 13h00 can be structured as 35 minutes course + 10 minutes exercise + break + 25 minutes course + 20 minutes exercise + break + 20 minutes course + 15 minutes exercise. Or as 45 minutes of lecture; 20 minutes of exercise, 10 minutes discussion of exercise and 45 minutes of lecture. Most exercises are paper-and-pencil, but bring your labtop, because some exercises will also be computer-based demonstrations that you will do in class.

Course Material
Video Lectures are available for this course
Slides, Python Exercises, and Paper and Pencil Exercises are available for this course
Students taking the course for credit find additional material on the Moodle page. The Moodle page is the official page for any course announcements.

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