Vector Symbolic Architectures

COGSR
2011

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A biologically realistic cleanup memory: Autoassociation in spiking neurons

13 years 6 months ago

Methods for cleaning up (or recognizing) states of a neural network are crucial for the functioning of many neural cognitive models. For example, Vector Symbolic Architectures pro...

Terrence C. Stewart, Yichuan Tang, Chris Eliasmith

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AGI
2008

88views Artificial Intelligence» more AGI 2008»

Vector Symbolic Architectures: A New Building Material for Artificial General Intelligence

14 years 1 months ago

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We provide an overview of Vector Symbolic Architectures (VSA), a class of structured associative memory models that offers a number of desirable features for artificial general int...

Simon D. Levy, Ross Gayler

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