AI & Digital Media by Steve DePaola
He talks about parametrized spaces and in particular has a nice implementation to facial systems.
http://www.youtube.com/watch?v=i78P-K1RhjY&feature=related
http://www.dipaola.org/facespace/
Cognitive and Computational Neuroscience of Categorization by Mark Gluck
Discussion of the Basal Ganglia and the Hippocampus in learning.
http://www.youtube.com/watch?v=2Ei6wFJ9kCc&feature=related
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