Subject: Subject Sylbus: Biological Neural Networks: Information Processing, Computation and Learning - 04904

Biological Neural Networks: Information Processing, Computation and Learning - 049041
Will not be given the year
Credit
Points
2.0
 
  Lecture Exercise Laboratory Project or
Seminar
House
Work
Weekly
Hours
2       4
Possibility to guided reading

Determination of the grade according to progress during the semester and a final examination.


Prerequisites: Introduction to Biological Signals and Systems 046326
 
Overlapping Courses: Selected Topics in Neural Networks 048959
 
Identical Courses: Biological Neural Networks# Computation Information Processing and Learning 046041


Biophysics of the Single Cell and the Hodgkin- Huxley Equations: 2D Models of Single Neurons, Phase Plane Analysis and Excitability, Spiking Neurons- Integrate and Fire Models and Extensions, Population Models- Short Term and Long Term Memory, Neural Models to Statistical Consequences.




Textbooks
Library
number
PublishedPublisherAuthorsBook
22443432001mit pressp.dayan, l. f. abbotttheoretical neuroscience: computational and mathematical modeling of neural systems
22474852002cambridge university pressw. gerstner, w.m. kistler, spiking neuron models: single neurons populations, plasticity
22058161999oxford university pressc. kochbiophysics of computation

Created in 26/07/2021 Time 16:19:40