| Brp-nas: Prediction-based nas using gcns L Dudziak, T Chau, M Abdelfattah, R Lee, H Kim, N Lane Advances in Neural Information Processing Systems 33, 10480-10490, 2020 | 235 | 2020 |
| Best of both worlds: Automl codesign of a cnn and its hardware accelerator MS Abdelfattah, Ł Dudziak, T Chau, R Lee, H Kim, ND Lane 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 102 | 2020 |
| Nas-bench-asr: Reproducible neural architecture search for speech recognition A Mehrotra, AGCP Ramos, S Bhattacharya, Ł Dudziak, R Vipperla, ... International Conference on Learning Representations, 2021 | 81 | 2021 |
| A detailed delay path model for FPGAs E Hung, SJE Wilton, H Yu, TCP Chau, PHW Leong 2009 International Conference on Field-Programmable Technology, 96-103, 2009 | 52 | 2009 |
| Adaptable butterfly accelerator for attention-based NNs via hardware and algorithm co-design H Fan, T Chau, SI Venieris, R Lee, A Kouris, W Luk, ND Lane, ... 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 599-615, 2022 | 51 | 2022 |
| A high-performance, low-cost PMU prototype for distribution networks based on FPGA P Romano, M Paolone, T Chau, B Jeppesen, E Ahmed 2017 IEEE Manchester PowerTech, 1-6, 2017 | 47 | 2017 |
| Towards hardware accelerated reinforcement learning for application-specific robotic control S Shao, J Tsai, M Mysior, W Luk, T Chau, A Warren, B Jeppesen 2018 IEEE 29th International Conference on Application-specific Systems …, 2018 | 33 | 2018 |
| Automating optimization of reconfigurable designs M Kurek, T Becker, TCP Chau, W Luk 2014 IEEE 22nd Annual International Symposium on Field-Programmable Custom …, 2014 | 31 | 2014 |
| Architecture and design flow for a highly efficient structured ASIC MH Ho, YQ Ai, TCP Chau, SCL Yuen, CS Choy, PHW Leong, KP Pun IEEE transactions on very large scale integration (VLSI) systems 21 (3), 424-433, 2012 | 28 | 2012 |
| Automating elimination of idle functions by runtime reconfiguration X Niu, TCP Chau, Q Jin, W Luk, Q Liu, O Pell ACM Transactions on Reconfigurable Technology and Systems (TRETS) 8 (3), 1-28, 2015 | 25 | 2015 |
| Hardware-in-the-loop simulation of FPGA-based state estimators for electric vehicle batteries R Morello, F Baronti, X Tian, T Chau, R Di Rienzo, R Roncella, ... 2016 IEEE 25th International Symposium on Industrial Electronics (ISIE), 280-285, 2016 | 22 | 2016 |
| Heterogeneous reconfigurable system for adaptive particle filters in real-time applications TCP Chau, X Niu, A Eele, W Luk, PYK Cheung, J Maciejowski Reconfigurable Computing: Architectures, Tools and Applications: 9th …, 2013 | 22 | 2013 |
| MRI-based visual and haptic catheter feedback: simulating a novel system's contribution to efficient and safe MRI-guided cardiac electrophysiology procedures KW Kwok, Y Chen, TCP Chau, W Luk, KR Nilsson, EJ Schmidt, ZT Tse Journal of Cardiovascular Magnetic Resonance 16 (1), 1-3, 2014 | 21 | 2014 |
| BLOX: Macro neural architecture search benchmark and algorithms T Chau, Ł Dudziak, H Wen, N Lane, M Abdelfattah Advances in Neural Information Processing Systems 35, 30851-30864, 2022 | 16 | 2022 |
| Zero-Cost Operation Scoring in Differentiable Architecture Search L Xiang, Ł Dudziak, MS Abdelfattah, T Chau, ND Lane, H Wen arXiv preprint arXiv:2106.06799, 2021 | 14 | 2021 |
| Codesign-NAS: Automatic FPGA/CNN codesign using neural architecture search MS Abdelfattah, L Dudziak, T Chau, R Lee, H Kim, ND Lane Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020 | 11 | 2020 |
| Mapping adaptive particle filters to heterogeneous reconfigurable systems TCP Chau, X Niu, A Eele, J Maciejowski, PYK Cheung, W Luk ACM Transactions on Reconfigurable Technology and Systems (TRETS) 7 (4), 1-17, 2014 | 11 | 2014 |
| Adaptive sequential monte carlo approach for real-time applications TCP Chau, W Luk, PYK Cheung, A Eele, J Maciejowski 22nd International Conference on Field Programmable Logic and Applications …, 2012 | 10 | 2012 |
| An FPGA-based platform for integrated power and motion control BP Jeppesen, A Crosland, T Chau IECON 2016-42nd Annual Conference of the IEEE Industrial Electronics Society …, 2016 | 9 | 2016 |
| Accelerating sequential Monte Carlo method for real-time air traffic management TCP Chau, JS Targett, M Wijeyasinghe, W Luk, PYK Cheung, B Cope, ... ACM SIGARCH Computer Architecture News 41 (5), 35-40, 2014 | 9 | 2014 |
Wayne LukProfessor of Computer Engineering, Imperial College LondonVerified email at imperial.ac.uk