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Muhammad Shafique
Muhammad Shafique
Professor, ECE, New York University (AD-UAE, Tandon-USA), Director eBRAIN Lab
Verifierad e-postadress på nyu.edu - Startsida
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Mapping on multi/many-core systems: Survey of current and emerging trends
AK Singh, M Shafique, A Kumar, J Henkel
Proceedings of the 50th Annual Design Automation Conference, 1-10, 2013
5482013
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
3892015
Reliable on-chip systems in the nano-era: Lessons learnt and future trends
J Henkel, L Bauer, N Dutt, P Gupta, S Nassif, M Shafique, M Tahoori, ...
Proceedings of the 50th Annual Design Automation Conference, 1-10, 2013
2612013
The EDA challenges in the dark silicon era: Temperature, reliability, and variability perspectives
M Shafique, S Garg, J Henkel, D Marculescu
Proceedings of the 51st Annual Design Automation Conference, 1-6, 2014
2422014
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
2192016
Hardware and software optimizations for accelerating deep neural networks: Survey of current trends, challenges, and the road ahead
M Capra, B Bussolino, A Marchisio, G Masera, M Martina, M Shafique
IEEE Access 8, 225134-225180, 2020
2052020
An updated survey of efficient hardware architectures for accelerating deep convolutional neural networks
M Capra, B Bussolino, A Marchisio, M Shafique, G Masera, M Martina
Future Internet 12 (7), 113, 2020
1992020
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
1772016
A roadmap toward the resilient internet of things for cyber-physical systems
D Ratasich, F Khalid, F Geissler, R Grosu, M Shafique, E Bartocci
IEEE Access 7, 13260-13283, 2019
1682019
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
1502011
Robust machine learning systems: Challenges, current trends, perspectives, and the road ahead
M Shafique, M Naseer, T Theocharides, C Kyrkou, O Mutlu, L Orosa, ...
IEEE Design & Test 37 (2), 30-57, 2020
1432020
New trends in dark silicon
J Henkel, H Khdr, S Pagani, M Shafique
Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015
1342015
TSP: Thermal safe power: Efficient power budgeting for many-core systems in dark silicon
S Pagani, H Khdr, W Munawar, JJ Chen, M Shafique, M Li, J Henkel
Proceedings of the 2014 International Conference on Hardware/Software …, 2014
1342014
ALWANN: Automatic layer-wise approximation of deep neural network accelerators without retraining
V Mrazek, Z Vasícek, L Sekanina, MA Hanif, M Shafique
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
1282019
Ft-clipact: Resilience analysis of deep neural networks and improving their fault tolerance using clipped activation
LH Hoang, MA Hanif, M Shafique
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020
1262020
An efficient spiking neural network for recognizing gestures with a dvs camera on the loihi neuromorphic processor
R Massa, A Marchisio, M Martina, M Shafique
2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020
1242020
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
1202018
TinyML: Current progress, research challenges, and future roadmap
M Shafique, T Theocharides, VJ Reddy, B Murmann
2021 58th ACM/IEEE Design Automation Conference (DAC), 1303-1306, 2021
1152021
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
1002018
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
992016
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