Multi-Label Classification With Hyperdimensional Representations

Multi-Label Classification With Hyperdimensional Representations

Hyperdimensional computing (HDC) is a computational paradigm that leverages the mathematical properties of high-dimensional vector spaces to manipulate data as symbolic entities using a set of neurally plausible operations. Although HDC has demonstrated remarkable success in cognitive tasks, its pot...

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Bibliographic Details
Main Authors: Rishikanth Chandrasekaran, Fatemeh Asgareinjad, Justin Morris, Tajana Rosing
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Hyperdimensional computing
multi-label classification
deep learning
Online Access:https://ieeexplore.ieee.org/document/10196438/

Internet

https://ieeexplore.ieee.org/document/10196438/

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