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Muhammad Usama Javed
Muhammad Usama Javed
Technische Universität Berlin, Deutschland
Verified email at kth.se
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Year
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
592017
Hardware–Software Approximations for Deep Neural Networks
MA Hanif, MU Javed, R Hafiz, S Rehman, M Shafique
Approximate Circuits, 269-288, 2019
92019
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
52018
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
42019
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