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Dongning Ma

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Evaluating and Enhancing Robustness of Deep Recommendation Systems Against Hardware Errors

Jul 17, 2023
Dongning Ma, Xun Jiao, Fred Lin, Mengshi Zhang, Alban Desmaison, Thomas Sellinger, Daniel Moore, Sriram Sankar

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NasHD: Efficient ViT Architecture Performance Ranking using Hyperdimensional Computing

Sep 23, 2022
Dongning Ma, Pengfei Zhao, Xun Jiao

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Hyperdimensional Computing vs. Neural Networks: Comparing Architecture and Learning Process

Jul 24, 2022
Dongning Ma, Xun Jiao

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EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing

Mar 25, 2022
Ruixuan Wang, Dongning Ma, Xun Jiao

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HDCoin: A Proof-of-Useful-Work Based Blockchain for Hyperdimensional Computing

Feb 07, 2022
Dongning Ma, Sizhe Zhang, Xun Jiao

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MoleHD: Automated Drug Discovery using Brain-Inspired Hyperdimensional Computing

Jun 05, 2021
Dongning Ma, Xun Jiao

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HDXplore: Automated Blackbox Testing of Brain-Inspired Hyperdimensional Computing

May 26, 2021
Rahul Thapa, Dongning Ma, Xun Jiao

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HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing

Mar 15, 2021
Dongning Ma, Jianmin Guo, Yu Jiang, Xun Jiao

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Machine Learning-based Classification of Active Walking Tasks in Older Adults using fNIRS

Feb 10, 2021
Dongning Ma, Meltem Izzetoglu, Roee Holtzer, Xun Jiao

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