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92804 Neural Networks
Danish title: Neurale netværk

Type: Å, Language: EEE
Credit points: 5 point
Offered by: Department of Applied Electronics (IAE)
No credit points with: D4491
Prerequisite: 92032
Recommended semester: 5th or 6th semester
Scope and form: Project work.
Examination: Approval of coursework an written examination (13 point scale )
Contact person: Thorkild Larsen, IAE, Building 451, Tel. +45 4525 5283
Aim: To give the students such knowledge about neural networks that he/she can specify solutions in process control, pattern recognition etc.
Contents: Examples of neural networks, biological neural networks and mathematical models.
Models of artificial neural networks and an introduction to the subjects "feedforward", "back propagation", "learning" and "adaption".
The single layer perceptron as a classifier. Different learning rules and rules for training.
Design of a neural network designated to solve a specific problem.