The University of Southampton

Publications

Sabet, M. Amin, Ghavami, Behnam and Raji, Mohsen (2018) GPU-Accelerated soft error rate analysis of large-scale integrated circuits. IEEE Design and Test, 35 (6), 78-85, [8426019]. (doi:10.1109/MDAT.2018.2863703).

Xun, Lei (2021) Dataset for "Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms". University of Southampton doi:10.5258/SOTON/D1804 [Dataset]

Lou, Wei, Xun, Lei, Sabetsarvestani, Mohammadamin, Bi, Jia, Hare, Jonathon and Merrett, Geoff (2021) Dynamic-OFA: Runtime DNN architecture switching for performance scaling on heterogeneous embedded platforms. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2021. pp. 3104-3112 .

Parry, Hishan (2021) Dataset for "Dynamic Transformer for Efficient Machine Translation on Embedded Devices". University of Southampton doi:10.5258/SOTON/D1908 [Dataset]

Parry, Hishan, Xun, Lei, Sabetsarvestani, Mohammadamin, Bi, Jia, Hare, Jonathon and Merrett, Geoff (2021) Dynamic transformer for efficient machine translation on embedded devices. In 3rd ACM/IEEE Workshop on Machine Learning for CAD (MLCAD'21). 6 pp . (In Press)

Sabetsarvestani, Mohammadamin, Hare, Jonathon and Merrett, Geoffrey (2021) Data for Similarity-aware CNN for Efficient Video Recognition at the Edge. University of Southampton doi:10.5258/SOTON/D2067 [Dataset]

Sabetsarvestani, Mohammadamin, Hare, Jonathon, Al-Hashimi, Bashir and Merrett, Geoff (2021) Similarity-aware CNN for efficient video recognition at the Edge. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. (doi:10.1109/TCAD.2021.3136815).

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