Muhammad Shafique

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Jörg HenkelProfessor of Computer Science, Karlsruhe Institute of TechnologyVerified email at kit.edu
Muhammad Abdullah HanifPostdoctoral Associate, New York University, Abu DhabiVerified email at nyu.edu
Semeen RehmanAssociate Professor University of Amsterdam (UvA); Privatdozentin (TU Wien)Verified email at uva.nl
Alberto MarchisioResearch Team Lead @ eBRAIN Lab | Post-Doctoral Associate, New York University Abu Dhabi, UAEVerified email at nyu.edu
Faiq KhalidPh.D. Scholar, Technische Universität Wien, Vienna, AustriaVerified email at tuwien.ac.at
Rachmad V. W. PutraResearch Team Leader @ eBRAIN Lab, New York University (NYU) Abu Dhabi & Technische Universität WienVerified email at nyu.edu
Maurizio MartinaDipartimento di Elettronica e Telecomunicazioni, Politecnico di TorinoVerified email at polito.it
Rehan HafizInformation Technology University (ITU), Lahore, PakistanVerified email at itu.edu.pk
Lars BauerResearch Group Leader, Computer Science, Karlsruhe Institute of Technology (KIT)Verified email at kit.edu
Sergio BampiProfessor, Informatics Institute - Federal Univ. of Rio Grande do SulVerified email at inf.ufrgs.br
Bharath Srinivas PrabakaranResearch Associate, TU WienVerified email at tuwien.ac.at
Bruno ZattFederal University of PelotasVerified email at inf.ufpel.edu.br
Santiago PaganiSoftware Engineer for Driver Assistance Systems at Robert Bosch GmbHVerified email at de.bosch.com
Dr. M. Usman K. KhanIBM R&D, Böblingen, GermanyVerified email at de.ibm.com
Guido MaseraProfessor of Electronics, Politecnico di TorinoVerified email at polito.it
Heba KhdrChair for Embedded Systems (CES), Karlsruhe Institute of Technology (KIT)Verified email at kit.edu
Siddharth GargNew York UniversityVerified email at nyu.edu
Jian-Jia ChenTU Dortmund University and Lamarr Institute, GermanyVerified email at cs.uni-dortmund.de
Vojtech MrazekAssistant professor & researcher, Brno University of TechnologyVerified email at fit.vutbr.cz
Akash KumarFull Professor, Chair of Embedded Systems, Ruhr University BochumVerified email at rub.de

Muhammad Shafique

Professor, ECE, New York University (AD-UAE, Tandon-USA), Director eBRAIN Lab

Verified email at nyu.edu - Homepage

Embedded Machine Learning Brain-Inspired Computing Robust & Energy-Efficient System Design Smart


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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	548	2013
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
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	261	2013
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	242	2014
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
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	205	2020
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	199	2020
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	177	2016
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	168	2019
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
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	143	2020
New trends in dark silicon J Henkel, H Khdr, S Pagani, M Shafique Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015	134	2015
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	134	2014
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	128	2019
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	125	2020
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	124	2020
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
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	115	2021
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
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

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