EEL 6814
Neural Networks for Signal Processing
Fall 2009
Instructor: Dr. Jose Principe, principe@cnel.ufl.edu
Office Hours: Tuesdays 5 and 6 periods , Thursday 4 and 5 periods (NEB 451)
Syllabus
Lecture notes
- Search
- Wiener solution
- Performance Surface
- Data Fitting with Linear Models
- Pattern Recognition
- Multilayer Perceptrons
- Radial basis functions
- Support vector machines
- Ch 4 Designing and Training MLPs
- Ch 5 Function approximation
- Ch 6 Hebbian learning and PCA
Homeworks
- Homework 1
- Homework 2
- Homework 3 (updated Oct 1)
- Homework 4
- Homework 5 (data)
- Homework 6
