tiny-hd: Ultra-efficient hyperdimensional computing engine for iot applications B Khaleghi, H Xu, J Morris, TŠ Rosing 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 408-413, 2021 | 45 | 2021 |
VeriGOOD-ML: An open-source flow for automated ML hardware synthesis H Esmaeilzadeh, S Ghodrati, J Gu, S Guo, AB Kahng, JK Kim, S Kinzer, ... 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021 | 26 | 2021 |
Generic: highly efficient learning engine on edge using hyperdimensional computing B Khaleghi, J Kang, H Xu, J Morris, T Rosing Proceedings of the 59th ACM/IEEE Design Automation Conference, 1117-1122, 2022 | 25 | 2022 |
Tandem processor: Grappling with emerging operators in neural networks S Ghodrati, S Kinzer, H Xu, R Mahapatra, Y Kim, BH Ahn, DK Wang, ... Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 9 | 2024 |
Data motion acceleration: Chaining cross-domain multi accelerators ST Wang, H Xu, A Mamandipoor, R Mahapatra, BH Ahn, S Ghodrati, ... 2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024 | 6 | 2024 |
In-storage domain-specific acceleration for serverless computing R Mahapatra, S Ghodrati, BH Ahn, S Kinzer, ST Wang, H Xu, ... Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 5* | 2024 |
Splatty-a Unified Image Demosaicing and Rectification Method P Verma, DE Meyer, H Xu, F Kuester Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 4 | 2021 |
Deep Neural Network Operation Via Patterned Filter Clustering and Activation Group Reuse B Khaleghi, J Kang, H Xu, J Morris, T Rosing, UBS Mallappa, H Yang, ... US Patent App. 18/441,569, 2024 | | 2024 |
High-dimensional vector space encoding techniques for hyperdimensional computing systems B Khaleghi, J Kang, H Xu, J Morris, T Rosing, UBS Mallappa, H Yang, ... US Patent App. 18/441,318, 2024 | | 2024 |