| GraphHD: Efficient graph classification using hyperdimensional computing I Nunes, M Heddes, T Givargis, A Nicolau, A Veidenbaum 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2022 | 46* | 2022 |
| Torchhd: An open source python library to support research on hyperdimensional computing and vector symbolic architectures M Heddes, I Nunes, P Vergés, D Kleyko, D Abraham, T Givargis, ... Journal of Machine Learning Research 24 (255), 1-10, 2023 | 43* | 2023 |
| Combining spatial and social awareness in D2D opportunistic routing IO Nunes, C Celes, I Nunes, POSV de Melo, AAF Loureiro IEEE Communications Magazine 56 (1), 128-135, 2018 | 35 | 2018 |
| Hyperdimensional Hashing: A Robust and Efficient Dynamic Hash Table M Heddes, I Nunes, T Givargis, A Nicolau, A Veidenbaum Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC), 907–912, 2022 | 13 | 2022 |
| An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing I Nunes, M Heddes, T Givargis, A Nicolau Proceedings of the 60th ACM/IEEE Design Automation Conference (DAC), 2023 | 11 | 2023 |
| DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication I Nunes, M Heddes, P Vergés, D Abraham, A Veidenbaum, A Nicolau, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 9 | 2023 |
| HDCC: A hyperdimensional computing compiler for classification on embedded systems and high-performance computing P Vergés, M Heddes, I Nunes, T Givargis, A Nicolau arXiv preprint arXiv:2304.12398, 2023 | 7 | 2023 |
| Accelerating Permute and N-Gram Operations for Hyperdimensional Learning in Embedded Systems P Vergés, I Nunes, M Heddes, T Givargis, A Nicolau 2023 IEEE 29th International Conference on Embedded and Real-Time Computing …, 2023 | 5 | 2023 |
| An approach to dealing with missing values in heterogeneous data using k-nearest neighbors DEN Frossard, IO Nunes, RA Krohling arXiv preprint arXiv:1608.04037, 2016 | 5 | 2016 |
| Multi-layered control applied to autonomous robot soccer IO Nunes, TX Freitas, IO Nunes, MV Couto, JW Brito, LS Paulucio IEEE Latin American Robotics Competition, 2014 | 5 | 2014 |
| Deployment of a robotic soccer team using a multilayered control architecture IO Nunes, MVC Couto, LS Paulucio, TX Freitas, GA Santos, DF Tavares, ... IEEE Latin American Robotics Competition, 2015 | 4 | 2015 |
| A transient equivalence between Aldous-Broder and Wilson's algorithms and a two-stage framework for generating uniform spanning trees I Nunes, G Iacobelli, DR Figueiredo Discrete Mathematics 348 (2), 114285, 2025 | 3 | 2025 |
| Classification using Hyperdimensional Computing: A Review with Comparative Analysis P Vergés, M Heddes, I Nunes, T Givargis, A Nicolau | 3 | 2023 |
| A Contextual Hierarchical Graph Model for Generating Random Sequences of Objects with Application to Music Playlists I de Oliveira Nunes, GMC Leite, DR Figueiredo 2019 8th IEEE Brazilian Conference on Intelligent Systems (BRACIS), 72-77, 2019 | 2* | 2019 |
| Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries M Heddes, I Nunes, T Givargis, A Nicolau Proceedings of the ACM on Management of Data 2 (3), 1-26, 2024 | 1 | 2024 |
| Hyperdimensional computing: a framework for stochastic computation and symbolic AI M Heddes, I Nunes, T Givargis, A Nicolau, A Veidenbaum Journal of Big Data 11 (1), 145, 2024 | | 2024 |
| Molecular Classification Using Hyperdimensional Graph Classification P Verges, I Nunes, M Heddes, T Givargis, A Nicolau arXiv preprint arXiv:2403.12307, 2024 | | 2024 |
| A Study of Random Walk Based Algorithms for Efficient Generation of Uniform Spanning Trees I de Oliveira Nunes Universidade Federal do Rio de Janeiro, 2020 | | 2020 |
Mike HeddesUniversity of California, IrvineVerified email at uci.edu