HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing D Ma, J Guo, Y Jiang, X Jiao 2021 58th ACM/IEEE Design Automation Conference (DAC), 1-6, 2021 | 25* | 2021 |
Spamhd: Memory-efficient text spam detection using brain-inspired hyperdimensional computing R Thapa, B Lamichhane, D Ma, X Jiao 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 84-89, 2021 | 23 | 2021 |
MoleHD: Efficient drug discovery using brain inspired hyperdimensional computing D Ma, R Thapa, X Jiao 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022 | 21* | 2022 |
Levax: An input-aware learning-based error model of voltage-scaled functional units X Jiao, D Ma, W Chang, Y Jiang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 17 | 2020 |
Workload-aware approximate computing configuration D Ma, R Thapa, X Wang, X Jiao, C Hao 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 920-925, 2021 | 15 | 2021 |
HDXplore: Automated Blackbox Testing of Brain-Inspired Hyperdimensional Computing R Thapa, D Ma, X Jiao 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 90-95, 2021 | 14 | 2021 |
Tevot: Timing error modeling of functional units under dynamic voltage and temperature variations X Jiao, D Ma, W Chang, Y Jiang 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 11 | 2020 |
Energy-efficient brain-inspired hyperdimensional computing using voltage scaling S Zhang, R Wang, D Ma, JJ Zhang, X Yin, X Jiao 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 52-55, 2022 | 7 | 2022 |
Devot: Dynamic delay modeling of functional units under voltage and temperature variations D Ma, X Zhang, K Huang, Y Jiang, W Chang, X Jiao IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 7 | 2021 |
Axr-nn: Approximate computation reuse for energy-efficient convolutional neural networks D Ma, X Yin, M Niemier, XS Hu, X Jiao Proceedings of the 2020 on Great Lakes Symposium on VLSI, 363-368, 2020 | 6 | 2020 |
Brain-inspired hyperdimensional computing for ultra-efficient edge ai H Amrouch, M Imani, X Jiao, Y Aloimonos, C Fermuller, D Yuan, D Ma, ... 2022 International Conference on Hardware/Software Codesign and System …, 2022 | 5 | 2022 |
Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS D Ma, M Izzetoglu, R Holtzer, X Jiao IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023 | 4* | 2023 |
Testing and enhancing adversarial robustness of hyperdimensional computing D Ma, TŠ Rosing, X Jiao IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023 | 4 | 2023 |
Hyperdimensional computing vs. neural networks: Comparing architecture and learning process D Ma, X Jiao arXiv preprint arXiv:2207.12932, 2022 | 4 | 2022 |
EnHDC: Ensemble learning for brain-inspired hyperdimensional computing R Wang, D Ma, X Jiao IEEE Embedded Systems Letters 15 (1), 37-40, 2022 | 4 | 2022 |
Energy-efficient brain-inspired hyperdimensional computing using voltage scaling. In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) S Zhang, R Wang, D Ma, JJ Zhang, X Yin, X Jiao IEEE, 2022 | 4 | 2022 |
AxBy: Approximate computation bypass for data-intensive applications D Ma, X Jiao 2020 23rd Euromicro Conference on Digital System Design (DSD), 332-339, 2020 | 4 | 2020 |
Robust hyperdimensional computing against cyber attacks and hardware errors: A survey D Ma, S Zhang, X Jiao Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023 | 3 | 2023 |
PerfHD: Efficient ViT Architecture Performance Ranking Using Hyperdimensional Computing D Ma, P Zhao, X Jiao Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 3 | 2023 |
WoMA: An Input-Based Learning Model to Predict Dynamic Workload of Embedded Applications D Ma, X Jiao IEEE Embedded Systems Letters 12 (3), 74-77, 2019 | 2 | 2019 |