Robust Clustering Using Hyperdimensional Computing

Robust Clustering Using Hyperdimensional Computing

This paper addresses the clustering of data in the hyperdimensional computing (HDC) domain. In prior work, an HDC-based clustering framework, referred to as HDCluster, has been proposed. However, the performance of the existing HDCluster is not robust. The performance of HDCluster is degraded as the...

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Bibliographic Details
Main Authors: Lulu Ge, Keshab K. Parhi
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Circuits and Systems
Subjects:
Hyperdimensional computing (HDC)
clustering
k-means
hierarchical clustering
affinity propagation
Online Access:https://ieeexplore.ieee.org/document/10480378/

Internet

https://ieeexplore.ieee.org/document/10480378/

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