Nonlinear Dynamical Attention via Information Geometry

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Nonlinear-Dynamical Attention Allocation via Information Geometry

Authors: Matthew Iklé, Ben Goertzel
Year: 2011
Venue: Proceedings of AGI-11, LNAI, Springer
Links: PDF

Summary

Presents the mathematical foundations of ECAN using information geometry, formalizing how attention is allocated across the AtomSpace based on short-term and long-term importance values.

Relevance to Hyperon

Defines the theoretical basis for ECAN, one of Hyperon's core cognitive algorithms for managing attention and resource allocation across the metagraph.