Multi-Label Classification With Hyperdimensional Representations
Rishikanth Chandrasekaran,
Fatemeh Asgareinjad,
Justin Morris
et al.
Abstract: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 potential in complex applications such as multi-label classificati has yet to be explored. In this research paper, we introduce three approaches to multi-label classification that strike a balance between computational… Show more
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