Computational Intelligence

Computational Intelligence, SS10
2 VO 442.070 + 1 RU 708.070	last updated:

	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

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