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 |
Architectural-space exploration of approximate multipliers S Rehman, W El-Harouni, M Shafique, A Kumar, J Henkel, J Henkel 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2016 | 176 | 2016 |
Reliable software for unreliable hardware: Embedded code generation aiming at reliability S Rehman, M Shafique, F Kriebel, J Henkel Proceedings of the seventh IEEE/ACM/IFIP international conference on …, 2011 | 150 | 2011 |
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 |
Area-optimized low-latency approximate multipliers for FPGA-based hardware accelerators S Ullah, S Rehman, BS Prabakaran, F Kriebel, MA Hanif, M Shafique, ... Proceedings of the 55th annual design automation conference, 1-6, 2018 | 100 | 2018 |
Reliable and resilient AI and IoT-based personalised healthcare services: A survey N Taimoor, S Rehman IEEE Access 10, 535-563, 2021 | 99 | 2021 |
Robust machine learning systems: Reliability and security for deep neural networks MA Hanif, F Khalid, RVW Putra, S Rehman, M Shafique 2018 IEEE 24th international symposium on on-line testing and robust system …, 2018 | 88 | 2018 |
Hayat: Harnessing dark silicon and variability for aging deceleration and balancing D Gnad, M Shafique, F Kriebel, S Rehman, D Sun, J Henkel Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015 | 85 | 2015 |
High-performance accurate and approximate multipliers for FPGA-based hardware accelerators S Ullah, S Rehman, M Shafique, A Kumar IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 84 | 2021 |
Exploiting program-level masking and error propagation for constrained reliability optimization M Shafique, S Rehman, PV Aceituno, J Henkel Proceedings of the 50th Annual Design Automation Conference, 1-9, 2013 | 79 | 2013 |
Multi-layer dependability: From microarchitecture to application level J Henkel, L Bauer, H Zhang, S Rehman, M Shafique Proceedings of the 51st Annual Design Automation Conference, 1-6, 2014 | 72 | 2014 |
DeMAS: An efficient design methodology for building approximate adders for FPGA-based systems BS Prabakaran, S Rehman, MA Hanif, S Ullah, G Mazaheri, A Kumar, ... 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 917-920, 2018 | 70 | 2018 |
Two-state checkpointing for energy-efficient fault tolerance in hard real-time systems M Salehi, MK Tavana, S Rehman, M Shafique, A Ejlali, J Henkel IEEE Transactions on Very Large Scale Integration (VLSI) Systems 24 (7 …, 2016 | 70 | 2016 |
Area-optimized accurate and approximate softcore signed multiplier architectures S Ullah, H Schmidl, SS Sahoo, S Rehman, A Kumar IEEE Transactions on Computers 70 (3), 384-392, 2020 | 62 | 2020 |
DRVS: Power-efficient reliability management through dynamic redundancy and voltage scaling under variations M Salehi, MK Tavana, S Rehman, F Kriebel, M Shafique, A Ejlali, ... 2015 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2015 | 61 | 2015 |
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 |
Qusecnets: Quantization-based defense mechanism for securing deep neural network against adversarial attacks F Khalid, H Ali, H Tariq, MA Hanif, S Rehman, R Ahmed, M Shafique 2019 IEEE 25th International Symposium on On-Line Testing and Robust System …, 2019 | 55 | 2019 |
Instruction scheduling for reliability-aware compilation S Rehman, M Shafique, J Henkel Proceedings of the 49th Annual Design Automation Conference, 1292-1300, 2012 | 54 | 2012 |
dTune: Leveraging reliable code generation for adaptive dependability tuning under process variation and aging-induced effects S Rehman, F Kriebel, D Sun, M Shafique, J Henkel Proceedings of the 51st Annual Design Automation Conference, 1-6, 2014 | 53 | 2014 |
Building robust machine learning systems: Current progress, research challenges, and opportunities JJ Zhang, K Liu, F Khalid, MA Hanif, S Rehman, T Theocharides, A Artussi, ... Proceedings of the 56th Annual Design Automation Conference 2019, 1-4, 2019 | 50 | 2019 |