Neuronal Dynamics

What is the course about?

Neuronal Dynamics
The course Neuronal Dynamics is an online class provided by École polytechnique fédérale de Lausanne through edX. The skill level of the course is Advanced. It may be possible to receive a verified certification or use the course to prepare for a degree.

The activity of neurons in the brain and the code used by these neurons is described by mathematical neuron models at different levels of detail.

Course description

This course gives an introduction to the field of theoretical and computational neuroscience with a focus on models of single neurons. Neurons encode information about stimuli in a sequence of short electrical pulses (spikes). Students will learn how mathematical tools such as differential equations, phase plane analysis, separation of time scales, and stochastic processes can be used to understand the dynamics of neurons and the neural code. Week 1: A first simple neuron model Week 2: Hodgkin-Huxley models and biophysical modeling Week 3: Two-dimensional models and phase plane analysis Week 4: Two-dimensional models (cont.)/ Dendrites Week 5: Variability of spike trains and the neural code Week 6: Noise models, noisy neurons and coding Week 7: Estimating neuron models for coding and decoding Before your course starts, try the new edX Demo where you can explore the fun, interactive learning environment and virtual labs. Learn more.

Prerequisites & Facts

Neuronal Dynamics

Course Topic

Computer Science, Math, Physics

University, College, Institution

École polytechnique fédérale de Lausanne

Course Skill Level

Advanced

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Neuronal Dynamics

To obtain a verified certificate from edX / École polytechnique fédérale de Lausanne you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate (49.00 USD) or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
École polytechnique fédérale de Lausanne
Neuronal Dynamics
provided by edX

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School: École polytechnique fédérale de Lausanne
Topic: Computer Science, Math, Physics