Classification using hyperdimensional computing: a review with comparative analysis.
Artif. Intell. Rev., June, 2025
Smartwatch-Based Prediction of Transdermal Alcohol Levels Using Hyperdimensional Computing.
Proceedings of the 10th IEEE World Forum on Internet of Things, 2024
Molecular Classification Using Hyperdimensional Graph Classification.
Proceedings of the International Joint Conference on Neural Networks, 2024
Enhanced Detection of Transdermal Alcohol Levels Using Hyperdimensional Computing on Embedded Devices.
Proceedings of the International Joint Conference on Neural Networks, 2024
Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures.
J. Mach. Learn. Res., 2023
HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing.
CoRR, 2023
Accelerating Permute and N-Gram Operations for Hyperdimensional Learning in Embedded Systems.
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.
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.
Proceedings of the IEEE International Conference on Rebooting Computing, 2023
Hierarchical Management of Extreme-Scale Task-Based Applications.
Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023
Torchhd: An Open-Source Python Library to Support Hyperdimensional Computing Research.
CoRR, 2022
Task-Level Checkpointing System for Task-Based Parallel Workflows.
Proceedings of the Euro-Par 2022: Parallel Processing Workshops, 2022
Multilingual Neural Machine Translation: Case-study for Catalan, Spanish and Portuguese Romance Languages.
Proceedings of the Fifth Conference on Machine Translation, 2020