| Can FPGAs beat GPUs in accelerating next-generation deep neural networks? E Nurvitadhi, G Venkatesh, J Sim, D Marr, R Huang, J Ong Gee Hock, ... Proceedings of the 2017 ACM/SIGDA international symposium on field …, 2017 | 559 | 2017 |
| A customizable matrix multiplication framework for the intel harpv2 xeon+ fpga platform: A deep learning case study DJM Moss, S Krishnan, E Nurvitadhi, P Ratuszniak, C Johnson, J Sim, ... Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018 | 100 | 2018 |
| High performance binary neural networks on the Xeon+ FPGA™ platform DJM Moss, E Nurvitadhi, J Sim, A Mishra, D Marr, S Subhaschandra, ... 2017 27Th International conference on field programmable logic and …, 2017 | 93 | 2017 |
| A two-speed, radix-4, serial–parallel multiplier DJM Moss, D Boland, PHW Leong IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (4), 769-777, 2018 | 52 | 2018 |
| Rolling window time series prediction using MapReduce L Li, F Noorian, DJM Moss, PHW Leong Proceedings of the 2014 IEEE 15th international conference on information …, 2014 | 41 | 2014 |
| High-dimensional time series prediction using kernel-based Koopman mode regression JC Hua, F Noorian, D Moss, PHW Leong, GH Gunaratne Nonlinear Dynamics 90, 1785-1806, 2017 | 34 | 2017 |
| Unrolling ternary neural networks S Tridgell, M Kumm, M Hardieck, D Boland, D Moss, P Zipf, PHW Leong ACM Transactions on Reconfigurable Technology and Systems (TRETS) 12 (4), 1-23, 2019 | 29 | 2019 |
| Real-time FPGA-based anomaly detection for radio frequency signals DJM Moss, D Boland, P Pourbeik, PHW Leong 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 18 | 2018 |
| Customizable FPGA OpenCL matrix multiply design template for deep neural networks J Yinger, E Nurvitadhi, D Capalija, A Ling, D Marr, S Krishnan, D Moss, ... 2017 International Conference on Field Programmable Technology (ICFPT), 259-262, 2017 | 17 | 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 |
| A fully pipelined kernel normalised least mean squares processor for accelerated parameter optimisation NJ Fraser, DJM Moss, JK Lee, S Tridgell, CT Jin, PHW Leong 2015 25th International Conference on Field Programmable Logic and …, 2015 | 10 | 2015 |
| An FPGA-based spectral anomaly detection system DJM Moss, Z Zhang, NJ Fräser, PHW Leong 2014 International Conference on Field-Programmable Technology (FPT), 175-182, 2014 | 10 | 2014 |
| Braiding: A scheme for resolving hazards in kernel adaptive filters S Tridgell, DJM Moss, NJ Fraser, PHW Leong 2015 International Conference on Field Programmable Technology (FPT), 136-143, 2015 | 8 | 2015 |
| Long short-term memory for radio frequency spectral prediction and its real-time fpga implementation LYH Siddhartha, DJM Moss, J Faraone, P Blackmore, D Salmond, ... MILCOM 2018-2018 IEEE Military Communications Conference (MILCOM), 1-9, 2018 | 6 | 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 | 6 | 2017 |
| Accelerator templates and runtime support for variable precision CNN S Krishnan, P Ratusziak, C Johnson, D Moss, S Subhaschandra CISC Workshop, 2017 | 4 | 2017 |
| Inferencer graph for implementing machine learning model topology D Moss US Patent 11,948,053, 2024 | 2 | 2024 |
| Circuitry for low-precision deep learning M Langhammer, S Srinivasan, GW Baeckler, D Moss, S Avancha, D Das US Patent 11,275,998, 2022 | 2 | 2022 |
| Distributed kernel learning using kernel recursive least squares NJ Fraser, DJM Moss, N Epain, PHW Leong 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 1 | 2015 |
| Directed acyclic graph template for data pipeline S Subhaschandra, J Beare, D Moss US Patent 11,405,312, 2022 | | 2022 |
Philip H.W. LeongProfessor of Computer Systems, The University of SydneyVerified email at sydney.edu.au
