Subject: Subject Sylbus: Biological Neural Networks# Computation Information Processing and Learning - 046041

Biological Neural Networks# Computation Information Processing and Learning - 046041
Will not be given the year
Credit
Points
3.0
 
  Lecture Exercise Laboratory Project or
Seminar
House
Work
Weekly
Hours
2 1     8

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


Prerequisites: ( Random Signals 044202
and Introduction to Biological Signals and Systems 046326 )
 
Identical Courses: Biological Neural Networks: Information Processing, Computation and Learning 049041


Topics: the Nervous System. Neurons and Synaptic Transmission. Simplified Models for Single Neurons. Mathematical Models for Populations of Neurons. Neural Encoding. Neural Decoding. Memory.




Textbooks
Library
number
PublishedPublisherAuthorsBook
22443432001mit pressp. dayan, l.f abbotttheoretical neuroscience: computational and mathematical modeling of neural systems
22058161999oxford univ. pressc. koch. biophysics of computation: information processing in single neurons
22474852002cambridge university pressw. gerstner, w.m. kistler. spiking neuron models: single neurons, populations, plasticity
22864712007mit presse.m. izhikevich. dynamical systems in neuroscience: the geometry of excitability and bursting

Created in 26/07/2021 Time 17:41:38