Publications

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Conference Papers

M. Ayub, O. Hasan, M. Shafique: Statistical Error Analysis for Low Power Approximate Adders
2017 ACM/EDAC/IEEE 54th Design Automation Conference (DAC'17), Austin, Texas, USA; in: Proceedings of the 54th Annual Design Automation Conference (DAC) 2017, ACM, 2017, ISBN: 978-1-4503-4927-7, p. 75:1 - 75:6
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W. El-Harouni, S. Rehman, B. Prabakaran, A. Kumar, R. Hafiz, M. Shafique: Embracing Approximate Computing for Energy-Efficient Motion Estimation in High Efficiency Video Coding
2017 IEEE/ACM 20th Design, Automation and Test in Europe Conference (DATE'17), Lausanne, Switzerland; in: Proceedings of the 2017 Design, Automation & Test in Europe (DATE), IEEE, 2017, ISSN: 1558-1101, p. 1384 - 1389
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A. Subramaniyan, S. Rehman, M. Shafique, A. Kumar, J. Henkel: Soft Error-Aware Architectural Exploration for Designing Reliability Adaptive Cache Hierarchies in Multi-Cores
2017 IEEE/ACM 20th Design, Automation and Test in Europe Conference (DATE'17), Lausanne, Switzerland; in: Proceedings of the 2017 Design, Automation & Test in Europe (DATE), IEEE, 2017, ISSN: 1558-1101, p. 37 - 42
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A. Pathania, K. Khdr, M. Shafique, T. Mitra, J. Henkel: Scalable Probabilistic Power Budgeting for Many-Cores
2017 IEEE/ACM 20th Design, Automation and Test in Europe Conference (DATE'17), Lausanne, Switzerland; in: Proceedings of the 2017 Design, Automation & Test in Europe (DATE), IEEE, 2017, ISSN: 1558-1101, p. 864 - 869
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S. Bukhari, F. Lodhi, O. Hasan, M. Shafique, J. Henkel: CAnDy-TM: Comparative Analysis of Dynamic Thermal Management in Many-Cores using Model Checking
2017 IEEE/ACM 20th Design, Automation and Test in Europe Conference (DATE'17), Lausanne, Switzerland; in: Proceedings of the 2017 Design, Automation & Test in Europe (DATE), IEEE, 2017, ISSN: 1558-1101, p. 1289 - 1292
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A. Chattopadhyay, A. Prakash, M. Shafique: Secure Cyber-Physical Systems: Current Trends, Tools and Open Research Problems
2017 IEEE/ACM 20th Design, Automation and Test in Europe Conference (DATE'17), Lausanne, Switzerland; in: Proceedings of the 2017 Design, Automation & Test in Europe (DATE), IEEE, 2017, ISSN: 1558-1101, p. 1104 - 1109
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R. Hasani, M. Fuchs, V. Beneder, R. Grosu: Modeling a Simple Non-Associative Learning Mechanism in the Brain of Caenorhabditis elegans
Workshop on Biomedical Informatics with Optimization and Machine Learning (BOOM), 2017, Melbourne, Australia; in: Proceedings of the Workshop on Biomedical Informatics with Optimization and Machine Learning (BOOM), 2017, 2017; 5 pages
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R. Hasani, V. Beneder, M. Fuchs, D. Lung, R. Grosu: SIM-CE: An Advanced Simulation Platform for Studying the brain of Caenorhabditis elegans
Workshop on Computational Biology at the 34th International Conference on Machine Learning(ICML), 2017, Sydney, Australia; in: Proceedings of the Workshop on Computational Biology at the 34th International Conference on Machine Learning(ICML), 2017, 2017; 5 pages
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M. Fuchs, Z. Zimmer, R. Grosu, R. Hasani: Searching for Biophysically Realistic Parameters for Dynamic Neuron Models by Genetic Algorithms from Calcium Imaging Recording
Workshop on Worm´s Neural Information Processing at the 31st Neural Information Processing Systems (NIPS) Conference, 2017, Long Beach, CA, USA; in: Proceedings of the Workshop on Worm´s Neural Information Processing at the 31st Neural Information Processing Systems (NIPS) Conference, 2017, 2017; 6 pages
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D. Lung, S. Larson, A. Palyanov, S. Khayrulin, P. Gleeson, Z. Zimmer, R. Grosu, R. Hasani: A Simplified Cell Network for the Simulation of C. elegans´ Forward Crawling
Workshop on Worm´s Neural Information Processing at the 31st Neural Information Processing Systems (NIPS) Conference, 2017, Long Beach, CA, USA; in: Proceedings of the Workshop on Worm´s Neural Information Processing at the 31st Neural Information Processing Systems (NIPS) Conference, 2017, 2017; 5 pages
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M. Lechner, R. Grosu, R. Hasani: Worm-level Control through Search-based Reinforcement Learning
Deep Reinforcement Learning Symposium at the 31st Neural Information Processing Systems (NIPS) Conference, 2017, Long Beach, CA, USA; in: Proceedings of the Deep Reinforcement Learning Symposium at the 31st Neural Information Processing Systems (NIPS) Conference, 2017, 2017; 5 pages
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J. Cyranka, A. Islam, G. Byrne, P. Jones, S. Smolka, R. Grosu: Lagrangian Reachabililty
CAV 2017: the 29th International Conference on Computer-Aided Verification, Heidelberg, Germany; in: Proc. of CAV 2017: the 29th International Conference on Computer-Aided Verification, Springer, 10426 (2017), ISBN: 978-3-319-63387-9, p. 379 - 400
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D. Phan, J. Yang, M. Clark, R. Grosu, J. Schierman, S. Smolka, S. Stoller: A Component-Based Simplex Architecture for High-Assurance Cyber-Physical Systems
Application of Concurrency to System Design (ACSD), 2017 17th International Conference on, Zaragoza, Spain; in: Application of Concurrency to System Design (ACSD), 2017 17th International Conference on, 2017, ISBN: 978-1-5386-2868-3, p. 49 - 58
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A. Dabrowski, J. Ullrich, E. Weippl: Grid Shock: Coordinated Load-Changing Attacks on Power Grids
Annual Computer Security Applications Conference (ACSAC), Orlando, Florida, USA; in: Proceedings of the 2017 Annual Computer Security Applications Conference, 2017
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S. Machida, A. Dabrowski, E. Weippl, I. Echizen: PrivacyTag: A Community-Based Method for Protecting Privacy of Photographed Subjects in Online Social Networks
16th IFIP Conference on e-Business, e-Services and e-Society (I3E 2017), Delhi, India; in: I3E 2017: Digital Nations - Smart Cities, Innovation, and Sustainability, Lecture Notes in Computer Science, 10595 (2017), p. 261 - 275
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G. Wang, R. Hasani, Z. Yungang, R. Grosu: A Novel Bayesian Network-Based Fault Prognostic Method for Semiconductor Manufacturing Process
2017 Annual IEEE Industrial Electronics Society´s 18th International Conference on Industrial Technology (ICIT 2017), Toronto, ON, Canada; in: Proceedings of the 2017 Annual IEEE Industrial Electronics Society´s 18th International Conference on Industrial Technology (ICIT 2017), IEEE, 2017, ISBN: 978-1-5090-5321-6, p. 1450 - 1454
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R. Hasani, D. Haerle, C. Baumgartner, A. Lomuscio, R. Grosu: Compositional Neural-Network Modeling of Complex Analog Circuits
IEEE International Joint Conference on Neural Networks (IJCNN), Anchorage, Alaska, USA; in: Proceedings of the 2017 International Joint Conference on Neural Networks, 2017, ISSN: 2161-4407, p. 2235 - 2242
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R. Hasani, G. Wang, R. Grosu: Towards Deterministic and Stochastic Computations with Izhikevich Spiking Neuron Model
IWANN 2017: 14th International Work-Conference on Artificial Neural Networks - Advances in Computational Intelligence, Cádiz, Spain; in: Proc.of IWANN 2017: 14th International Work-Conference on Artificial Neural Networks - Advances in Computational Intelligence, Springer, 10305 (2017), ISBN: 978-3-319-59146-9, p. 392 - 402
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F. Shmarov, N. Paoletti, E. Bartocci, S. Li, S. Smolka, P. Zuliani: SMT-based Synthesis of Safe and Robust PID Controllers for Stochastic Hybrid Systems
Proc. of HVC 2017: the 13th IBM Haifa Verification Conference, Haifa, Israel; in: Proc. of HVC 2017: the 13th IBM Haifa Verification Conference, Springer, 10629 (2017), p. 131 - 146
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A. Tiwari, S. Smolka, L. Esterle, A. Lukina, J. Yang, R. Grosu: Attacking the V: On the Resiliency of Adaptive-Horizon MPC
15th International Symposium on Automated Technology for Verification and Analysis, ATVA 2017, Pune, India; in: Proceedings of the 15th International Symposium on Automated Technology for Verification and Analysis, Springer International Publishing, 10482, Cham (2017), ISBN: 978-3-319-68166-5, p. 446 - 462
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