SemiHD - Semi-Supervised Learning Using Hyperdimensional Computing

Mohsen Imani
Mohsen Imani
Samuel Bosch
Samuel Bosch
Mojan Javaheripi
Mojan Javaheripi
Bita Darvish Rouhani
Bita Darvish Rouhani
Xinyu Wu
Xinyu Wu

ICCAD, pp. 1-8, 2019.

EI
Other Links: dblp.uni-trier.de|academic.microsoft.com

Abstract:

In the Internet of Things (IoT), the large volume of data generated by sensors poses significant computational challenges in resource-constrained environments. Most existing machine learning algorithms are unable to train a proper model using a significantly small amount of labeled data available in practice. In this paper, we propose Sem...More

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