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.

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