Publications

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

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R. Putra, M. Shafique: FSpiNN: An Optimization Framework for Memory-Efficient and Energy-Efficient Spiking Neural Networks
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39 (2020), p. 3601 - 3613
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K. Khdr, M. Shafique, S. Pagani, A. Herkersdorf, J. Henkel: Combinatorial Auctions for Temperature-Constrained Resource Management in Manycores
IEEE Transactions on Parallel and Distributed Systems, 31 (2020), p. 1605 - 1620
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F. Khalid, S. R. Hasan, S. Zia, O. Hasan, F. Awwad, M. Shafique: MacLeR: Machine Learning-Based Runtime Hardware Trojan Detection in Resource-Constrained IoT Edge Devices
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39 (2020), p. 3748 - 3761
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F. Khalid, S. R. Hasan, O. Hasan, M. Shafique: SIMCom: Statistical Sniffing of Inter-Module Communications for Runtime Hardware Trojan Detection
Microprocessors and Microsystems, 77 (2020), p. 1 - 17
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A. Marchisio, V. Mrazek, M. Hanif, M. Shafique: DESCNet: Developing Efficient Scratchpad Memories for Capsule Network Hardware
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Early Access (2020), p. 1 - 13
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M. Capra, B. Bussolino, A. Marchisio, M. Shafique, G. Masera, M. Martina: An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks
Future Internet, 12 (2020), p. 1 - 22
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M. Capra, B. Bussolino, A. Marchisio, G. Masera, M. Martina, M. Shafique: Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead
IEEE Access, 8 (2020), p. 225134 - 225180
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H. Ahmad, T. Arif, M. Hanif, R. Hafiz, M. Shafique: SuperSlash: A Unified Design Space Exploration and Model Compression Methodology for Design of Deep Learning Accelerators With Reduced Off-Chip Memory Access Volume
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39 (2020), p. 4191 - 4204
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M. Ayub, M. Hanif, O. Hasan, M. Shafique: PEAL: Probabilistic Error Analysis Methodology for Low-power Approximate Adders
ACM Journal on Emerging Technologies in Computing Systems, 17 (2020), p. 1 - 37
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M. Hanif, A. Manglik, M. Shafique: Resistive Crossbar-Aware Neural Network Design and Optimization
IEEE Access, 8 (2020), p. 229066 - 229085
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P. Achararit, M. Hanif, R. Putra, M. Shafique, Y. Hara-Azumi: APNAS: Accuracy-and-Performance-Aware Neural Architecture Search for Neural Hardware Accelerators
IEEE Access, 8 (2020), p. 165319 - 165334
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T. Theocharides, M. Shafique, J. Choi, O. Mutlu: Guest Editors´ Introduction: Robust Resource-Constrained Machine Learning
Ieee Design & Test, 37 (2020), p. 5 - 7
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M. Hanif, F. Khalid, R. Putra, M. T. Teimoori, F. Kriebel, J. Zhang, K. Liu, S. Rehman, T. Theocharides, A. Artusi, S. Garg, M. Shafique: Robust Computing for Machine Learning-Based Systems
Dependable Embedded Systems, J. Henkel, N. Dutt (ed.); Springer Nature Switzerland AG, Switzerland, 2020, ISBN: 978-3-030-52016-8, p. 479 - 503
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M. Salehi, F. Kriebel, S. Rehman, M. Shafique: Power-Aware Fault-Tolerance for Embedded Systems
Dependable Embedded Systems, J. Henkel, N. Dutt (ed.); Springer Nature Switzerland AG, Switzerland, 2020, ISBN: 978-3-030-52016-8, p. 565 - 588
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F. Kriebel, F. Khalid, B. Prabakaran, S. Rehman, M. Shafique: Fault-Tolerant Computing with Heterogeneous Hardening Modes
Dependable Embedded Systems, J. Henkel, N. Dutt (ed.); Springer Nature Switzerland AG, Switzerland, 2020, ISBN: 978-3-030-52016-8, p. 161 - 180
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F. Kriebel, K. Chen, S. Rehman, J. Henkel, J. Chen, M. Shafique: Dependable Software Generation and Execution on Embedded Systems
Dependable Embedded Systems, J. Henkel, N. Dutt (ed.); Springer Nature Switzerland AG, Switzerland, 2020, ISBN: 978-3-030-52016-8, p. 139 - 160
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A. Herkersdorf, M. Engel, M. Glaß, J. Henkel, V. Kleeberger, J. Kühn, P. Marwedel, D. Mueller-Gritschneder, S. Nassif, S. Rehman, W. Rosenstiel, U. Schlichtmann, M. Shafique, J. Teich, N. Wehn, C. Weis: RAP Model-Enabling Cross-Layer Analysis and Optimization for System-on-Chip Resilience
Dependable Embedded Systems, J. Henkel, N. Dutt (ed.); Springer Nature Switzerland AG, Switzerland, 2020, ISBN: 978-3-030-52016-8, p. 1 - 27
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D. Etz, T. Frühwirth, W. Kastner: Self-Configuring Safety Networks
Kommunikation und Bildverarbeitung in der Automation, J. Jasperneite, V. Lohweg (ed.); Springer, Berlin, Deutschland, 12 (2020), ISBN: 978-3-662-59894-8, p. 232 - 245
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D. Etz, T. Frühwirth, W. Kastner: Flexible Safety Systems for Smart Manufacturing
25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Vienna, Austria; in: Proceedings of 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2020, p. 1123 - 1126
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E. Kyriakakis, J. Sparso, P. Puschner, M. Schoeberl: Synchronizing Real-Time Tasks in Time-Aware Networks: Work-in-Progress
2020 International Conference on Embedded Software (EMSOFT), Singapur; in: 2020 International Conference on Embedded Software (EMSOFT), ACM, 2020, ISBN: 978-1-7281-9196-6, p. 15 - 17
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