Mohamad Mahmoodextracts.hashnode.dev·Jan 16, 2023A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and ChallengesAbstract :This is Part II of the two-part comprehensive survey devoted to a computing framework most commonly known under the names Hyperdimensional Computing and Vector Symbolic Architectures (HDC/VSA). Both names refer to a family of computational ...hyperdimensional computing
Mohamad Mahmoodextracts.hashnode.dev·Dec 7, 2022A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data TransformationsAbstract:This two-part comprehensive survey is devoted to a computing framework most commonly known under the names Hyperdimensional Computing and Vector Symbolic Architectures (HDC/VSA). Both names refer to a family of computational models that use ...hyperdimensional computing
Mohamad Mahmoodextracts.hashnode.dev·Jan 28, 2009Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random VectorsAbstract: The 1990s saw the emergence of cognitive models that depend on very high dimensionality and randomness. They include Holographic Reduced Representations, Spatter Code, Semantic Vectors, Latent Semantic Analysis, Context-Dependent Thinning, ...hyperdimensional computing
