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A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges

Jan 16, 20231 min read

Abstract :This is Part II of the two-part comprehensive survey devoted to a computing framework most commonly known under the names Hyperdimensional...

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations

Dec 7, 20221 min read

Abstract:This two-part comprehensive survey is devoted to a computing framework most commonly known under the names Hyperdimensional Computing and...

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations

Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors

Jan 28, 20091 min read

Abstract: The 1990s saw the emergence of cognitive models that depend on very high dimensionality and randomness. They include Holographic Reduced...

Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors