LV-Nummer:
445.055
Stunden:
2 Vo (Vorlesung)
Semester:
Winter
Institut:
445/4 (``DPMI'' )
ECTS-Punkte:
3.0 credits
Vortragender:
Dr.techn. Ricardo Nuno Vigario ()
Wahlfachkatalog:
Medizinische Informatik und Neuroinformatik
Lehrinhalt:
Introduction McCulloch-Pitts model, perceptron and pattern recognition, multilayer perceptron and backpropagation, data analysis with Kohonen networks, Hopfield model and Boltzmann-machine, Grossberg's basic model of learning, practical implementation of neural networks, machine learning and pattern recognition, radial-basis function networks.
Lehrziel:
Ability to solve various tasks by means of the technology of artificial neural networks
Lehrmethode:
Lecture with visual support
Prüfungsmodus:
Oral