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Zhewen Yu
Zhewen Yu
Verified email at imperial.ac.uk
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A parameterisable FPGA-tailored architecture for YOLOv3-tiny
Z Yu, CS Bouganis
Applied Reconfigurable Computing. Architectures, Tools, and Applications …, 2020
432020
SAMO: Optimised mapping of convolutional neural networks to streaming architectures
A Montgomerie-Corcoran, Z Yu, CS Bouganis
2022 32nd International Conference on Field-Programmable Logic and …, 2022
82022
SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search
Z Yu, CS Bouganis
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
42023
Streamsvd: Low-rank approximation and streaming accelerator co-design
Z Yu, CS Bouganis
2021 International Conference on Field-Programmable Technology (ICFPT), 1-9, 2021
22021
SATAY: a streaming architecture toolflow for accelerating YOLO Models on FPGA Devices
A Montgomerie-Corcoran, P Toupas, Z Yu, CS Bouganis
arXiv preprint arXiv:2309.01587, 2023
12023
AutoWS: Automate Weights Streaming in Layer-wise Pipelined DNN Accelerators
Z Yu, CS Bouganis
arXiv preprint arXiv:2311.04764, 2023
2023
PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration
A Montgomerie-Corcoran, Z Yu, J Cheng, CS Bouganis
2023 33rd International Conference on Field-Programmable Logic and …, 2023
2023
Fast Prototyping Next-Generation Accelerators for New ML Models using MASE: ML Accelerator System Exploration
J Cheng, C Zhang, Z Yu, A Montgomerie-Corcoran, C Xiao, CS Bouganis, ...
arXiv preprint arXiv:2307.15517, 2023
2023
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition
Z Yu, CS Bouganis
arXiv preprint arXiv:2306.05021, 2023
2023
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