11 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Enhanced Detection of Transdermal Alcohol Levels Using Hyperdimensional Computing on Embedded Devices
Manuel E. Segura, Pere Verges, Justin Tian Jin Chen +6
Alcohol consumption has a significant impact on individuals' health, with even more pronounced consequences when consumption becomes excessive. One approach to promoting healthier…
cs.LG2024★ 2 cited
Molecular Classification Using Hyperdimensional Graph Classification
Pere Verges, Igor Nunes, Mike Heddes +2
Our work introduces an innovative approach to graph learning by leveraging Hyperdimensional Computing. Graphs serve as a widely embraced method for conveying information, and their…
cs.LG2023★ 11 cited
HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing
Pere Vergés, Mike Heddes, Igor Nunes +2
Hyperdimensional Computing (HDC) is a bio-inspired computing framework that has gained increasing attention, especially as a more efficient approach to machine learning (ML). This…