Pere Vergés

According to our database, Pere Vergés authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Molecular Classification Using Hyperdimensional Graph Classification.

Pere Vergés, Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau

Proceedings of the International Joint Conference on Neural Networks, 2024

Enhanced Detection of Transdermal Alcohol Levels Using Hyperdimensional Computing on Embedded Devices.

Manuel E. Segura, Pere Vergés, Justin Tian Jin Chen, Ramesh Arangott, Angela Kristine Garcia, Laura Garcia Reynoso, Alexandru Nicolau, Tony Givargis, Sergio Gago Masagué

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures.

Mike Heddes, Igor Nunes, Pere Vergés, Denis Kleyko, Danny Abraham, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum

J. Mach. Learn. Res., 2023

HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing.

Pere Vergés, Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau

CoRR, 2023

Accelerating Permute and N-Gram Operations for Hyperdimensional Learning in Embedded Systems.

Pere Vergés, Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau

Proceedings of the 29th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2023

DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication.

Igor Nunes, Mike Heddes, Pere Vergés, Danny Abraham, Alexander V. Veidenbaum, Alex Nicolau, Tony Givargis

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

RefineHD: Accurate and Efficient Single-Pass Adaptive Learning Using Hyperdimensional Computing.

Pere Vergés, Tony Givargis, Alexandru Nicolau

Proceedings of the IEEE International Conference on Rebooting Computing, 2023

Hierarchical Management of Extreme-Scale Task-Based Applications.

Francesc Lordan, Gabriel Puigdemunt, Pere Vergés, Javier Conejero, Jorge Ejarque, Rosa M. Badia

Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

2022

Torchhd: An Open-Source Python Library to Support Hyperdimensional Computing Research.

Mike Heddes, Igor Nunes, Pere Vergés, Dheyay Desai, Tony Givargis, Alexandru Nicolau

CoRR, 2022

Task-Level Checkpointing System for Task-Based Parallel Workflows.

Pere Vergés, Francesc Lordan, Jorge Ejarque, Rosa M. Badia

Proceedings of the Euro-Par 2022: Parallel Processing Workshops, 2022

2020

Multilingual Neural Machine Translation: Case-study for Catalan, Spanish and Portuguese Romance Languages.

Pere Vergés Boncompte, Marta R. Costa-jussà

Proceedings of the Fifth Conference on Machine Translation, 2020