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Neuronal Dynamics - Computational Neuroscience of Single Neurons

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Neuronal Dynamics - Computational Neuroscience of Single Neurons

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.


Starts : 2014-10-27

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