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Pere Vergés
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 11
Top Topics
Graph Classification
Embedded Systems
Open Source
Similarity Metrics
Top Venues
CoRR
RTCSA
Euro-Par
KDD
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Publications
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Pere Vergés
,
Igor Nunes
,
Mike Heddes
,
Tony Givargis
,
Alexandru Nicolau
Molecular Classification Using Hyperdimensional Graph Classification.
CoRR
(2024)
Manuel E. Segura
,
Pere Vergés
,
Justin Tian Jin Chen
,
Ramesh Arangott
,
Angela Kristine Garcia
,
Laura Garcia Reynoso
,
Alexandru Nicolau
,
Tony Givargis
,
Sergio Gago Masagué
Enhanced Detection of Transdermal Alcohol Levels Using Hyperdimensional Computing on Embedded Devices.
CoRR
(2024)
Igor Nunes
,
Mike Heddes
,
Pere Vergés
,
Danny Abraham
,
Alexander V. Veidenbaum
,
Alexandru Nicolau
,
Tony Givargis
DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication.
CoRR
(2023)
Pere Vergés
,
Igor Nunes
,
Mike Heddes
,
Tony Givargis
,
Alexandru Nicolau
Accelerating Permute and N-Gram Operations for Hyperdimensional Learning in Embedded Systems.
RTCSA
(2023)
Francesc Lordan
,
Gabriel Puigdemunt
,
Pere Vergés
,
Javier Conejero
,
Jorge Ejarque
,
Rosa M. Badia
Hierarchical Management of Extreme-Scale Task-Based Applications.
Euro-Par
(2023)
Pere Vergés
,
Tony Givargis
,
Alexandru Nicolau
RefineHD: Accurate and Efficient Single-Pass Adaptive Learning Using Hyperdimensional Computing.
ICRC
(2023)
Mike Heddes
,
Igor Nunes
,
Pere Vergés
,
Denis Kleyko
,
Danny Abraham
,
Tony Givargis
,
Alexandru Nicolau
,
Alexander V. Veidenbaum
Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures.
J. Mach. Learn. Res.
24 (2023)
Igor Nunes
,
Mike Heddes
,
Pere Vergés
,
Danny Abraham
,
Alexander V. Veidenbaum
,
Alex Nicolau
,
Tony Givargis
DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication.
KDD
(2023)
Pere Vergés
,
Mike Heddes
,
Igor Nunes
,
Tony Givargis
,
Alexandru Nicolau
HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing.
CoRR
(2023)
Mike Heddes
,
Igor Nunes
,
Pere Vergés
,
Dheyay Desai
,
Tony Givargis
,
Alexandru Nicolau
Torchhd: An Open-Source Python Library to Support Hyperdimensional Computing Research.
CoRR
(2022)
Pere Vergés
,
Francesc Lordan
,
Jorge Ejarque
,
Rosa M. Badia
Task-Level Checkpointing System for Task-Based Parallel Workflows.
Euro-Par Workshops
(2022)