A parameterisable FPGA-tailored architecture for YOLOv3-tiny Z Yu, CS Bouganis Applied Reconfigurable Computing. Architectures, Tools, and Applications …, 2020 | 43 | 2020 |
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 | 8 | 2022 |
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 | 4 | 2023 |
Streamsvd: Low-rank approximation and streaming accelerator co-design Z Yu, CS Bouganis 2021 International Conference on Field-Programmable Technology (ICFPT), 1-9, 2021 | 2 | 2021 |
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 | 1 | 2023 |
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 |