Adaptive and energy-efficient architectures for machine learning: Challenges, opportunities, and research roadmap M Shafique, R Hafiz, MU Javed, S Abbas, L Sekanina, Z Vasicek, ... 2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 627-632, 2017 | 59 | 2017 |
Hardware–Software Approximations for Deep Neural Networks MA Hanif, MU Javed, R Hafiz, S Rehman, M Shafique Approximate Circuits, 269-288, 2019 | 9 | 2019 |
Systimator: A Design Space Exploration Methodology for Systolic Array based CNNs Acceleration on the FPGA-based Edge Nodes H Ahmad, M Tanvir, M Abdullah, MU Javed, R Hafiz, M Shafique arXiv preprint arXiv:1901.04986, 2018 | 5 | 2018 |
Energy-Efficient Design of Advanced Machine Learning Hardware MA Hanif, R Hafiz, MU Javed, S Rehman, M Shafique Machine Learning in VLSI Computer-Aided Design, 647-678, 2019 | 4 | 2019 |