Karl Pfleger's Dissertation Stuff
On-Line Learning of Predictive Compositional Hierarchies
Keywords:
compositional hierarchies,
part-whole hierarchies,
bottom-up and top-down inference,
frequent patterns,
unsupervised learning,
on-line learning,
bottom-up learning,
data-driven learning,
comulative learning,
chunking,
structure learning,
unbounded data,
context effects,
symmetric recurrent neural networks,
undirected graphical models,
Markov networks,
Boltzmann machines,
hidden node creation,
sparse n-grams,
hierarchical n-grams,
unsegmented sequences,
Hebbian weight dynamics,
repeated structure.
Karl Pfleger
kpfleger@cs.stanford.edu