Computational Intelligence, SS08
2 VO 442.070 + 1 RU 708.070 last updated:
General
Course Notes (Skriptum)
Online Tutorials
Introduction to Matlab
Neural Network Toolbox
OCR with ANNs
Adaptive Filters
VC dimension
Gaussian Statistics
PCA, ICA, Blind Source Separation
Hidden Markov Models
Mixtures of Gaussians
Automatic Speech Recognition
Practical Course Slides
Homework
Exams
Animated Algorithms
Interactive Tests
Key Definitions
Downloads
Literature and Links
News
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Bibliography

1
Kevin Murphy: Bayes Net Toolbox for Matlab.

http://www.ai.mit.edu/~murphyk/Software/BNT/bnt.html
2
J. Bilmes: A Gentle Tutorial on the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models. Technical Report, University of Berkeley, ICSI-TR-97-021, 1997.

http://crow.ee.washington.edu/people/bulyko/papers/em.pdf
3
VOICEBOX: Speech Processing Toolbox for MATLAB.

http://www.ee.ic.ac.uk/hp/staff/dmb/voicebox/voicebox.html