| A low latency generic accuracy configurable adder M Shafique, W Ahmad, R Hafiz, J Henkel Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015 | 389 | 2015 |
| Cross-layer approximate computing: From logic to architectures M Shafique, R Hafiz, S Rehman, W El-Harouni, J Henkel Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016 | 219 | 2016 |
| An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era M Shafique, T Theocharides, CS Bouganis, MA Hanif, F Khalid, R Hafız, ... 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 827-832, 2018 | 120 | 2018 |
| Probabilistic error modeling for approximate adders S Mazahir, O Hasan, R Hafiz, M Shafique, J Henkel IEEE Transactions on Computers 66 (3), 515-530, 2016 | 99 | 2016 |
| Quantitative quality assessment of stitched panoramic images HS Qureshi, MM Khan, R Hafiz, Y Cho, J Cha IET image processing 6 (9), 1348-1358, 2012 | 73 | 2012 |
| 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 | 70 | 2017 |
| Error resilience analysis for systematically employing approximate computing in convolutional neural networks MA Hanif, R Hafiz, M Shafique 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 913-916, 2018 | 66 | 2018 |
| Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding W El-Harouni, S Rehman, BS Prabakaran, A Kumar, R Hafiz, M Shafique Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017 | 58 | 2017 |
| Probabilistic error analysis of approximate recursive multipliers S Mazahir, O Hasan, R Hafiz, M Shafique IEEE Transactions on Computers 66 (11), 1982-1990, 2017 | 54 | 2017 |
| QuAd: Design and analysis of quality-area optimal low-latency approximate adders MA Hanif, R Hafiz, O Hasan, M Shafique Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017 | 50 | 2017 |
| An area-efficient consolidated configurable error correction for approximate hardware accelerators S Mazahir, O Hasan, R Hafiz, M Shafique, J Henkel Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016 | 43 | 2016 |
| Gaussian mixture model based probabilistic modeling of images for medical image segmentation F Riaz, S Rehman, M Ajmal, R Hafiz, A Hassan, NR Aljohani, R Nawaz, ... IEEE Access 8, 16846-16856, 2020 | 41 | 2020 |
| X-DNNs: Systematic cross-layer approximations for energy-efficient deep neural networks MA Hanif, A Marchisio, T Arif, R Hafiz, S Rehman, M Shafique Journal of Low Power Electronics 14 (4), 520-534, 2018 | 32 | 2018 |
| Stabilization of panoramic videos from mobile multi-camera platforms A Hamza, R Hafiz, MM Khan, Y Cho, J Cha Image and Vision Computing 37, 20-30, 2015 | 26 | 2015 |
| Geometric correction for uneven quadric projection surfaces using recursive subdivision of Bézier patches A Ahmed, R Hafiz, MM Khan, Y Cho, J Cha ETRI Journal 35 (6), 1115-1125, 2013 | 26 | 2013 |
| MPNA: A massively-parallel neural array accelerator with dataflow optimization for convolutional neural networks MA Hanif, RVW Putra, M Tanvir, R Hafiz, S Rehman, M Shafique arXiv preprint arXiv:1810.12910, 2018 | 24 | 2018 |
| Automated over speeding detection and reporting system SM Malik, MA Iqbal, Z Hassan, T Tauqeer, R Hafiz, U Nasir 2014 16th International Power Electronics and Motion Control Conference and …, 2014 | 20 | 2014 |
| FogAdapt: Self-supervised domain adaptation for semantic segmentation of foggy images J Iqbal, R Hafiz, M Ali Neurocomputing 501, 844-856, 2022 | 19 | 2022 |
| CAxCNN: Towards the use of canonic sign digit based approximation for hardware-friendly convolutional neural networks M Riaz, R Hafiz, SA Khaliq, M Faisal, HT Iqbal, M Ali, M Shafique IEEE Access 8, 127014-127021, 2020 | 17 | 2020 |
| Modular air quality calibration and forecasting method for low-cost sensor nodes Y Hashmy, ZU Khan, F Ilyas, R Hafiz, U Younis, T Tauqeer IEEE Sensors Journal 23 (4), 4193-4203, 2023 | 16 | 2023 |
Muhammad ShafiqueProfessor, ECE, New York University (AD-UAE, Tandon-USA), Director eBRAIN LabVerified email at nyu.edu
