DEVoT: Dynamic Delay Modeling of Functional Units Under Voltage and Temperature Variations
Ma, Dongning, Zhang, Xinqiao, Huang, Ke, Jiang, Yu, Chang, Wanli, Jiao, Xun
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.04.2022)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.04.2022)
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Journal Article
HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing
Ma, Dongning, Guo, Jianmin, Jiang, Yu, Jiao, Xun
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
TEVoT: Timing Error Modeling of Functional Units under Dynamic Voltage and Temperature Variations
Jiao, Xun, Ma, Dongning, Chang, Wanli, Jiang, Yu
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
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Conference Proceeding
Workload-Aware Approximate Computing Configuration
Ma, Dongning, Thapa, Rahul, Wang, Xingjian, Jiao, Xun, Hao, Cong
Published in 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.02.2021)
Published in 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.02.2021)
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Conference Proceeding
Energy-Efficient Brain-Inspired Hyperdimensional Computing Using Voltage Scaling
Zhang, Sizhe, Wang, Ruixuan, Ma, Dongning, Zhang, Jeff Jun, Yin, Xunzhao, Jiao, Xun
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
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Conference Proceeding
AxBy: Approximate Computation Bypass for Data-Intensive Applications
Ma, Dongning, Jiao, Xun
Published in 2020 23rd Euromicro Conference on Digital System Design (DSD) (01.08.2020)
Published in 2020 23rd Euromicro Conference on Digital System Design (DSD) (01.08.2020)
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Conference Proceeding
SpamHD: Memory-Efficient Text Spam Detection using Brain-Inspired Hyperdimensional Computing
Thapa, Rahul, Lamichhane, Bikal, Ma, Dongning, Jiao, Xun
Published in 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2021)
Published in 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2021)
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Conference Proceeding
Detecting and Bypassing Trivial Computations in Convolutional Neural Networks
Ma, Dongning, Jiao, Xun
Published in 2019 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH) (01.07.2019)
Published in 2019 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH) (01.07.2019)
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Conference Proceeding
MoleHD: Efficient Drug Discovery using Brain Inspired Hyperdimensional Computing
Ma, Dongning, Thapa, Rahul, Jiao, Xun
Published in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (06.12.2022)
Published in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (06.12.2022)
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Conference Proceeding
Hyperdimensional Computing vs. Neural Networks: Comparing Architecture and Learning Process
Ma, Dongning, Hao, Cong, Jiao, Xun
Published in 2024 25th International Symposium on Quality Electronic Design (ISQED) (03.04.2024)
Published in 2024 25th International Symposium on Quality Electronic Design (ISQED) (03.04.2024)
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Conference Proceeding
Energy Efficient GPU Applications Through Computation Skip
Ma, Dongning, Jiao, Xun
Published in 2019 IEEE International Conference on Embedded Software and Systems (ICESS) (01.06.2019)
Published in 2019 IEEE International Conference on Embedded Software and Systems (ICESS) (01.06.2019)
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Conference Proceeding