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Dr. DNA: Combating Silent Data Corruptions in Deep Learning using Distribution of Neuron Activations.

, , , , , , and . ASPLOS (3), page 239-252. ACM, (2024)

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DEVoT: Dynamic Delay Modeling of Functional Units Under Voltage and Temperature Variations., , , , , and . IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 41 (4): 827-839 (2022)EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing., , and . CoRR, (2022)MoleHD: Automated Drug Discovery using Brain-Inspired Hyperdimensional Computing., and . CoRR, (2021)NasHD: Efficient ViT Architecture Performance Ranking using Hyperdimensional Computing., , and . CoRR, (2022)Energy-Efficient Brain-Inspired Hyperdimensional Computing Using Voltage Scaling., , , , , and . DATE, page 52-55. IEEE, (2022)PoisonHD: Poison Attack on Brain-Inspired Hyperdimensional Computing., and . DATE, page 298-303. IEEE, (2022)ODHD: one-class brain-inspired hyperdimensional computing for outlier detection., , and . DAC, page 43-48. ACM, (2022)Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue., , , , , , , and . ASP-DAC, page 553-560. ACM, (2023)Hardware-aware Automated Architecture Search for Brain-inspired Hyperdimensional Computing., , , , , , and . ISVLSI, page 352-357. IEEE, (2022)Energy-efficient neural networks using approximate computation reuse., , , and . DATE, page 1223-1228. IEEE, (2018)