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Dongning Ma
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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
232021
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
172020
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
152021
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
142021
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
112020
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
72022
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
72021
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
62020
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
52022
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
42023
Hyperdimensional computing vs. neural networks: Comparing architecture and learning process
D Ma, X Jiao
arXiv preprint arXiv:2207.12932, 2022
42022
EnHDC: Ensemble learning for brain-inspired hyperdimensional computing
R Wang, D Ma, X Jiao
IEEE Embedded Systems Letters 15 (1), 37-40, 2022
42022
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
42022
AxBy: Approximate computation bypass for data-intensive applications
D Ma, X Jiao
2020 23rd Euromicro Conference on Digital System Design (DSD), 332-339, 2020
42020
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
32023
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
32023
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
22019
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Articles 1–20