Publications

Shows all publications by members of the Institute of Computer Engineering.

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P. Selvo, M. Masera, R. Peloso, G. Masera, M. Shafique, M. Martina: An Optimized Partial-Distortion-Elimination Based Sum-of-Absolute-Differences Architecture for High-Efficiency-Video-Coding
The 6th Conference on Applications in Electronics Pervading Industry, Environment and Society (ApplePies), Pisa, Italy; in: The 6th Conference on Applications in Electronics Pervading Industry, Environment and Society (ApplePies), 2018, p. 1 - 6
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M. Shafique, F. Khalid, S. Rehman: Intelligent Security Measures for Smart Cyber Physical Systems
2018 21st Euromicro Conference on Digital System Design (DSD), Prague, Czech Republic; in: 2018 21st Euromicro Conference on Digital System Design (DSD), 2018, ISBN: 978-1-5386-7376-8, p. 280 - 287
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A. Marchisio, M. Hanif, M. Martina, M. Shafique: PruNet: Class-Blind Pruning Method for Deep Neural Networks
IEEE International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, Brasil; in: 2018 International Joint Conference on Neural Networks (IJCNN), 2018, ISBN: 978-1-5090-6014-6, p. 1 - 8
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M. Hanif, F. Khalid, R. Putra, S. Rehman, M. Shafique: Robust Machine Learning Systems: Reliability and Security for Deep Neural Networks
24th IEEE International Symposium on On-Line Testing And Robust System Design (IOLTS'18), Platja d'Aro, Spain; in: 2018 IEEE 24th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2018, ISBN: 978-1-5386-5992-2, p. 257 - 260
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S. Rehman, F. Kriebel, B. Prabakaran, F. Khalid, M. Shafique: Hardware and Software Techniques for Heterogeneous Fault-Tolerance
2018 IEEE 24th International Symposium on On-Line Testing and Robust System Design (IOLTS), Platja d'Aro, Spain; in: 2018 IEEE 24th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2018, ISBN: 978-1-5386-5992-2, p. 115 - 118
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F. Kriebel, S. Rehman, M. Hanif, F. Khalid, M. Shafique: Robustness for Smart Cyber Physical Systems and Internet-of-Things: From Adaptive Robustness Methods to Reliability and Security for Machine Learning
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Hong Kong, China; in: 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2018, ISBN: 978-1-5386-7099-6, p. 581 - 586
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M. Brandalero, A. C. S. Beck, L. Carro, M. Shafique: Approximate On-The-Fly Coarse-Grained Reconfigurable Acceleration for General-Purpose Applications
2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), San Fransisco, USA; in: 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 2018, ISSN: 0738-100x, p. 1 - 6
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S. Ullah, S. Rehman, B. Prabakaran, F. Kriebel, M. Hanif, M. Shafique, A. Kumar: Area-Optimized Low-Latency Approximate Multipliers for FPGA-based Hardware Accelerators
2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), San Fransisco, USA; in: 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 2018, ISSN: 0738-100x, p. 1 - 6
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A. Pathania, K. Khdr, M. Shafique, T. Mitra, J. Henkel: QoS-Aware Stochastic Power Management for Many-Cores
2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), San Fransisco, USA; in: 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 2018, ISSN: 0738-100x, p. 1 - 6
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M. Hailesellasie, S. R. Hasan, F. Khalid, F. Awwad, M. Shafique: FPGA-Based Convolutional Neural Network Architecture with Reduced Parameter Requirements
2018 IEEE International Symposium on Circuits and Systems (ISCAS), Florence, Italy; in: 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 2018, ISBN: 978-1-5386-4881-0, p. 1 - 5
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F. Khalid, S. Nanjiani, S. R. Hasan, O. Hasan, F. Awwad, M. Shafique: Low Power Digital Clock Multipliers for Battery-Operated Internet of Things (IoT) Devices
2018 IEEE International Symposium on Circuits and Systems (ISCAS), Florence, Italy; in: 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 2018, ISBN: 978-1-5386-4881-0, p. 1 - 5
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V. Rathore, V. Chaturvedi, A. K. Singh, T. Srikanthan, R. R., S.-K. Lam, M. Shafique: HiMap: A Hierarchical Mapping Approach for Enhancing Lifetime Reliability of Dark Silicon Manycore Systems
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE'18), Dresden, Deutschland; in: IEEE/ACM 21st Design, Automation and Test in Europe Conference & Exhibition (DATE), 2018, ISBN: 978-3-9819263-1-6, p. 991 - 996
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M. T. Teimoori, M. Hanif, A. Ejlali, M. Shafique: AdAM: Adaptive Approximation Management for the Non-Volatile Memory Hierarchies
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE'18), Dresden, Deutschland; in: IEEE/ACM 21st Design, Automation and Test in Europe Conference & Exhibition (DATE), 2018, ISBN: 978-3-9819263-1-6, p. 785 - 790
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O. Akbari, M. Kamal, A. Afzali-Kusha, M. Pedram, M. Shafique: PX-CGRA: Polymorphic Approximate Coarse-Grained Reconfigurable Architecture
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE'18), Dresden, Deutschland; in: IEEE/ACM 21st Design, Automation and Test in Europe Conference & Exhibition (DATE), 2018, ISBN: 978-3-9819263-1-6, p. 413 - 418
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J. Castro-Godinez, S. Esser, M. Shafique, S. Pagani, J. Henkel: Compiler-Driven Error Analysis for Designing Approximate Accelerators
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE'18), Dresden, Deutschland; in: IEEE/ACM 21st Design, Automation and Test in Europe Conference & Exhibition (DATE), 2018, ISBN: 978-3-9819263-1-6, p. 1027 - 1032
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M. Hanif, R. Hafiz, M. Shafique: Error Resilience Analysis for Systematically Employing Approximate Computing in Convolutional Neural Networks
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE'18), Dresden, Deutschland; in: IEEE/ACM 21st Design, Automation and Test in Europe Conference & Exhibition (DATE), 2018, ISBN: 978-3-9819263-1-6, p. 913 - 916
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B. Prabakaran, S. Rehman, M. Hanif, S. Ullah, G. Mazaheri, A. Kumar, M. Shafique: DeMAS: An Efficient Design Methodology for Building Approximate Adders for FPGA-Based Systems
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE'18), Dresden, Deutschland; in: IEEE/ACM 21st Design, Automation and Test in Europe Conference & Exhibition (DATE), 2018, ISBN: 978-3-9819263-1-6, p. 917 - 920
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M. Shafique, T. Theocharides, C.-S. Bouganis, M. Hanif, F. Khalid, R. Hafiz, S. Rehman: An Overview of Next-Generation Architectures for Machine Learning: Roadmap, Opportunities and Challenges in the IoT Era
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE'18), Dresden, Deutschland; in: IEEE/ACM 21st Design, Automation and Test in Europe Conference (DATE), 2018, ISBN: 978-3-9819263-1-6, p. 827 - 832
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K. Buchegger, G. Todoran, M. Bader: Safe and Efficient Autonomous Navigation in the Presence of Humans at Control Level
International Conference on Robotics in Alpe-Adria Danube Region, Springer International Publishing, Patras, Greek, 2018, ISBN: 978-3-030-00232-9, p. 504 - 511
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C. Zanabria: Adaptable Engineering Support Framework for Multi-Functional Battery Energy Storage Systems (PhD Thesis)
reviewers: T. Strasser, W. Kastner, A. Zoitl; Institut für Mechanik und Mechatronik, 2018; oral examination: 2018-12-13
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