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 | 87 | 2018 |
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 | 64 | 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 | 56 | 2017 |
Approxfpgas: Embracing asic-based approximate arithmetic components for fpga-based systems BS Prabakaran, V Mrazek, Z Vasicek, L Sekanina, M Shafique 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 34 | 2020 |
XBioSiP: A methodology for approximate bio-signal processing at the edge BS Prabakaran, S Rehman, M Shafique Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 13 | 2019 |
BioNetExplorer: Architecture-space exploration of biosignal processing deep neural networks for wearables BS Prabakaran, A Akhtar, S Rehman, O Hasan, M Shafique IEEE Internet of Things Journal 8 (17), 13251-13265, 2021 | 11 | 2021 |
Heterogeneous approximate multipliers: Architectures and design methodologies S Rehman, BS Prabakaran, W El-Harouni, M Shafique, J Henkel Approximate Circuits: Methodologies and CAD, 45-66, 2019 | 10 | 2019 |
Hardware and software techniques for heterogeneous fault-tolerance S Rehman, F Kriebel, BS Prabakaran, F Khalid, M Shafique 2018 IEEE 24th International Symposium on On-Line Testing And Robust System …, 2018 | 7 | 2018 |
EMAP: A cloud-edge hybrid framework for EEG monitoring and cross-correlation based real-time anomaly prediction BS Prabakaran, AG Jiménez, GM Martínez, M Shafique 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 6 | 2020 |
ApproxFPGAs: Embracing ASIC-based approximate arithmetic components for FPGA-based systems. In 2020 57th ACM/IEEE Design Automation Conference (DAC) BS Prabakaran, V Mrazek, Z Vasicek, L Sekanina, M Shafique IEEE, 1ś6, 2020 | 5 | 2020 |
FPUS23: an ultrasound fetus phantom dataset with deep neural network evaluations for fetus orientations, fetal planes, and anatomical features BS Prabakaran, P Hamelmann, E Ostrowski, M Shafique IEEE Access, 2023 | 4 | 2023 |
UnbiasedNets: a dataset diversification framework for robustness bias alleviation in neural networks M Naseer, BS Prabakaran, O Hasan, M Shafique Machine Learning, 1-28, 2023 | 3 | 2023 |
Fault-Tolerant Computing with Heterogeneous Hardening Modes F Kriebel, F Khalid, BS Prabakaran, S Rehman, M Shafique Dependable Embedded Systems, 161-180, 2021 | 2 | 2021 |
Architectural-space exploration of heterogeneous reliability and checkpointing modes for out-of-order superscalar processors BS Prabakaran, M Dave, F Kriebel, S Rehman, M Shafique IEEE Access 7, 145324-145339, 2019 | 2 | 2019 |
Approximate multi-accelerator tiled architecture for energy-efficient motion estimation BS Prabakaran, W El-Harouni, S Rehman, M Shafique Approximate Circuits: Methodologies and CAD, 249-268, 2019 | 2 | 2019 |
Xel-FPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based Systems BS Prabakaran, V Mrazek, Z Vasicek, L Sekanina, M Shafique 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023 | 1 | 2023 |
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation Using Object Border Fitting for Medical Images BS Prabakaran, E Ostrowski, M Shafique International Symposium on Visual Computing, 44-55, 2023 | | 2023 |
An End-to-End Embedded Neural Architecture Search and Model Compression Framework for Healthcare Applications and Use-Cases BS Prabakaran, M Shafique Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Use …, 2023 | | 2023 |
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object Perimeters E Ostrowski, BS Prabakaran, M Shafique 2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023 | | 2023 |
Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging Systems E Ostrowski, B Srinivas Prabakaran, M Shafique arXiv e-prints, arXiv: 2303.07896, 2023 | | 2023 |