Tensor Product Networks

Main reference: Smolesnky, Paul: Tensor product variable

binding and the representation of symbolic structures in

connectionist systems, Artiﬁcial Intelligence 46 (1990) pp

159-216.

All this material came from http://www.cse.unsw.edu.au/

~billw/cs9444/tensor-stuff/tensor-intro-04.html

Keywords: tensor product network, variable binding problem,

rank, one-shot learning, orthonormality, relational memory,

teaching and retrieval modes, proportional analogies, lesioning

a network, random representations, sparse random

representations, fact recognition scores, representable

non-facts.

Network Topology Tensor Product Nets Relational Memories High Ranks TPN Applications 2/40