| Applications and techniques for fast machine learning in science AMC Deiana, N Tran, J Agar, M Blott, G Di Guglielmo, J Duarte, P Harris, ... Frontiers in big Data 5, 787421, 2022 | 66 | 2022 |
| A block minifloat representation for training deep neural networks S Fox, S Rasoulinezhad, J Faraone, P Leong International Conference on Learning Representations, 2020 | 50 | 2020 |
| PIR-DSP: An FPGA DSP block Architecture for Multi-Precision Deep Neural Networks SR Rasoulinezhad, H Zhou, L Wang, PHW Leong Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 1-8, 2019 | 50 | 2019 |
| Niti: Training integer neural networks using integer-only arithmetic M Wang, S Rasoulinezhad, PHW Leong, HKH So IEEE Transactions on Parallel and Distributed Systems 33 (11), 3249-3261, 2022 | 47 | 2022 |
| LUXOR: An FPGA logic cell architecture for efficient compressor tree implementations SR Rasoulinezhad, Siddhartha, H Zhou, L Wang, D Boland, PHW Leong Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020 | 14 | 2020 |
| FPGA architecture exploration for DNN acceleration E Roorda, S Rasoulinezhad, PHW Leong, SJE Wilton ACM Transactions on Reconfigurable Technology and Systems (TRETS) 15 (3), 1-37, 2022 | 9 | 2022 |
| MajorityNets: BNNs utilising approximate popcount for improved efficiency S Rasoulinezhad, S Fox, H Zhou, L Wang, D Boland, PHW Leong 2019 International Conference on Field-Programmable Technology (ICFPT), 339-342, 2019 | 5 | 2019 |
| Prediction of life-threatening heart arrhythmias using obstructive sleep apnoea characteristics GM Alinejad, S Rasoulinezhad, MB Shamsollahi 2019 27th Iranian Conference on Electrical Engineering (ICEE), 1761-1764, 2019 | 5 | 2019 |
| MLBlocks: FPGA Blocks for Machine Learning Applications S Rasoulinezhad, D Boland, PHW Leong The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021 | 2 | 2021 |
| APIR-DSP: An approximate PIR-DSP architecture for error-tolerant applications Y Dai, S Liu, Y Lu, H Zhou, SR Rasoulinezhad, PHW Leong, L Wang 2021 International Conference on Field-Programmable Technology (ICFPT), 1-8, 2021 | 1 | 2021 |
| Rethinking Embedded Blocks for Machine Learning Applications S Rasoulinezhad, E Roorda, S Wilton, PHW Leong, D Boland ACM Transactions on Reconfigurable Technology and Systems (TRETS) 15 (1), 1-30, 2021 | 1 | 2021 |
| Corrigendum: Applications and techniques for fast machine learning in science AMC Deiana, N Tran, J Agar, M Blott, G Di Guglielmo, J Duarte, P Harris, ... Frontiers in big Data 6, 1301942, 2023 | | 2023 |
| Rethinking FPGA Architectures for Deep Neural Network applications S Rasoulinezhad | | 2023 |
| Modified Joint Channel-and-Data Estimation for One-Bit Massive MIMO M Bahari, S Rasoulinezhad, M Amiri, F Gilani, S Saadatnejad, ... 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | | 2021 |
Philip H.W. LeongProfessor of Computer Systems, The University of SydneyVerified email at sydney.edu.au