| SYQ: Learning Symmetric Quantization For Efficient Deep Neural Networks J Faraone, N Fraser, M Blott, PHW Leong Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 165 | 2018 |
| Redundancy-reduced mobilenet acceleration on reconfigurable logic for imagenet classification J Su, J Faraone, J Liu, Y Zhao, DB Thomas, PHW Leong, PYK Cheung Applied Reconfigurable Computing. Architectures, Tools, and Applications …, 2018 | 79 | 2018 |
| AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers J Faraone, M Kumm, M Hardieck, P Zipf, X Liu, D Boland, PHW Leong IEEE Transactions on Very Large Scale Integration Systems (TVLSI), 2019 | 70 | 2019 |
| Training Deep Neural Networks in Low-Precision with High Accuracy using FPGAs S Fox, J Faraone, D Boland, K Vissers, PHW Leong IEEE International Conference on Field-Programmable Technology (FPT …, 2019 | 48 | 2019 |
| A Block MiniFloat Representation For Training Deep Neural Networks S Fox, S Rasoulinezhad, J Faraone, D Boland, P Leong International Conference On Learning Representations (ICLR), 2021 | 44 | 2021 |
| Customizing low-precision deep neural networks for FPGAs J Faraone, G Gambardella, D Boland, N Fraser, M Blott, PHW Leong 2018 28th International Conference on Field Programmable Logic and …, 2018 | 30 | 2018 |
| Compressing low precision deep neural networks using sparsity-induced regularization in ternary networks J Faraone, N Fraser, G Gambardella, M Blott, PHW Leong Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 18 | 2017 |
| Long short-term memory for radio frequency spectral prediction and its real-time FPGA implementation YH Lee, DJM Moss, J Faraone, P Blackmore, D Salmond, D Boland, ... MILCOM 2018-2018 IEEE Military Communications Conference (MILCOM), 1-9, 2018 | 11 | 2018 |
| FPGA implementations of kernel normalised least mean squares processors NJ Fraser, J Lee, DJM Moss, J Faraone, S Tridgell, CT Jin, PHW Leong ACM Transactions on Reconfigurable Technology and Systems (TRETS) 10 (4), 1-20, 2017 | 7 | 2017 |
| Long short-term memory for radio frequency spectral prediction and its real-time fpga implementation YHL Siddhartha, DJM Moss, J Faraone, P Blackmore, D Salmond, ... MILCOM 2018-2018 IEEE Military Communications Conference (MILCOM), 1-9, 2018 | 6 | 2018 |
| System and method for implementing neural networks in integrated circuits J Faraone, M Blott, N Fraser US Patent 11,615,300, 2023 | 1 | 2023 |
| Monte Carlo Deep Neural Network Arithmetic J Faraone, P Leong | 1 | 2019 |
| Super efficient neural network for compression artifacts reduction and super resolution W Ma, Q Lou, A Kazemi, J Faraone, T Afzal Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | | 2024 |
| Simplification Of Deep Neural Networks For Efficient Inference J Faraone The University of Sydney Australia 27, 2021 | | 2021 |
| FPGA Implementation of a Fully Pipelined Kernel Normalised Least Mean Squares Processor J Faraone, NJ Fraser, C Jin, JK Lee, P Leong, D Moss, S Tridgell Association for Computing Machinery (ACM), 2017 | | 2017 |
| CCS Concepts: rComputer systems organization→ Reconfigurable computing NJ Fraser, JK Lee, DJM Moss, J Faraone, S Tridgell, CT Jin, PHW Leong | | |
Philip H.W. LeongProfessor of Computer Systems, The University of SydneyVerificeret mail på sydney.edu.au
