Search Results for author: Lulu Ge

Found 2 papers, 0 papers with code

Robust Clustering using Hyperdimensional Computing

no code implementations5 Dec 2023 Lulu Ge, Keshab K. Parhi

To overcome this bottleneck, we assign the initial cluster hypervectors by exploring the similarity of the encoded data, referred to as \textit{query} hypervectors.

Clustering

Classification using Hyperdimensional Computing: A Review

no code implementations19 Apr 2020 Lulu Ge, Keshab K. Parhi

Additionally, due to the nature of those three operations, HD computing leads to fast learning ability, high energy efficiency and acceptable accuracy in learning and classification tasks.

Binarization Classification +1

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