Mapping large LSTMs to FPGAs with weight reuse Z Que, Y Zhu, H Fan, J Meng, X Niu, W Luk Journal of Signal Processing Systems 92, 965-979, 2020 | 31 | 2020 |
Optimizing reconfigurable recurrent neural networks Z Que, H Nakahara, E Nurvitadhi, H Fan, C Zeng, J Meng, X Niu, W Luk 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020 | 30 | 2020 |
High-performance FPGA network switch architecture P Papaphilippou, J Meng, W Luk Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020 | 23 | 2020 |
Memory-efficient architecture for accelerating generative networks on FPGA S Liu, C Zeng, H Fan, HC Ng, J Meng, Z Que, X Niu, W Luk 2018 International Conference on Field-Programmable Technology (FPT), 30-37, 2018 | 23 | 2018 |
Recurrent neural networks with column-wise matrix–vector multiplication on FPGAs Z Que, H Nakahara, E Nurvitadhi, A Boutros, H Fan, C Zeng, J Meng, ... IEEE Transactions on Very Large Scale Integration (VLSI) Systems 30 (2), 227-237, 2021 | 16 | 2021 |
A reconfigurable multithreaded accelerator for recurrent neural networks Z Que, H Nakahara, H Fan, J Meng, KH Tsoi, X Niu, E Nurvitadhi, W Luk 2020 International Conference on Field-Programmable Technology (ICFPT), 20-28, 2020 | 13 | 2020 |
Investigating the feasibility of FPGA-based network switches J Meng, N Gebara, HC Ng, P Costa, W Luk 2019 IEEE 30th International Conference on Application-specific Systems …, 2019 | 12 | 2019 |
Hipernetch: High-performance FPGA network switch P Papaphilippou, J Meng, N Gebara, W Luk ACM Transactions on Reconfigurable Technology and Systems (TRETS) 15 (1), 1-31, 2021 | 8 | 2021 |
Scheduling algorithms for high performance network switching on FPGAs: A survey N Gebara, J Meng, W Luk, P Costa 2018 International Conference on Field-Programmable Technology (FPT), 166-173, 2018 | 8 | 2018 |
Remarn: a reconfigurable multi-threaded multi-core accelerator for recurrent neural networks Z Que, H Nakahara, H Fan, H Li, J Meng, KH Tsoi, X Niu, E Nurvitadhi, ... ACM Transactions on Reconfigurable Technology and Systems 16 (1), 1-26, 2022 | 7 | 2022 |
Fast and accurate training of ensemble models with FPGA-based switch J Meng, C Guo, N Gebara, W Luk 2020 IEEE 31st International Conference on Application-specific Systems …, 2020 | 2 | 2020 |
Beyond Network Switching: FPGA-based Switch Architecture for Fast and Accurate Ensemble Learning J Meng, Z Que, C Guo, W Luk Preprints, 2024 | | 2024 |