Publications

2022

• Increasing Throughput of In-Memory DNN Accelerators by Flexible Layerwise DNN Approximation.Parra, C. D. L., Soliman, T., Guntoro, A., Kumar, A. & Wehn, N., 2022, In: IEEE Micro. 42, 6, p. 17-24, 8 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• In-Hand Object Rotation via Rapid Motor Adaptation.Qi, H., Kumar, A., Calandra, R., Ma, Y. & Malik, J., 2022, Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland, New Zealand. p. 1722-1732, 11 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Inside the Router: An interactive VR learning application to practice routing and network address translationLeonhardt, T., Baberowski, D. & Bergner, N., 2022, DELFI 2022 - Die 20. Fachtagung Bildungstechnologien der Gesellschaft fur Informatik e.V.. Henning, P. A., Striewe, M. & Wolfel, M. (eds.). Gesellschaft fur Informatik (GI), p. 87-98, 12 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Intent-Based Adaptation Coordination of Highly Decentralized Networked Self-adaptive SystemsShmelkin, I., Matusek, D., Kluge, T., Springer, T. & Schill, A., 2022, Lecture Notes in Electrical Engineering. Springer Science and Business Media B.V., p. 69-100, 32 p., (Lecture Notes in Electrical Engineering; vol. 831)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report
• In the Head of the Beholder: Comparing Different Proof RepresentationsAlrabbaa, C., Borgwardt, S., Hirsch, A., Knieriemen, N., Kovtunova, A., Rothermel, A. M. & Wiehr, F., 2022, Proceedings of the 6th International Joint Conference on Rules and Reasoning (RuleML+RR’22). Governatori, G. & Turhan, A. (eds.). Springer, Berlin [u. a.], p. 211-226, 16 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• KARaML: Integrating Knowledge-Based and Machine Learning Approaches to Solve the Winograd Schema ChallengeHong, S. J., Bennett, B., Clymo, J. & Álvarez, L. G., 2022, Proceedings of the AAAI 2022 Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence (AAAI-MAKE 2022). Martin, A., Hinkelmann, K., Fill, H., Gerber, A., Lenat, D., Stolle, R. & Harmelen, F. V. (eds.). CEUR-WS.org, 16 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Konzeption eines Setups für VR-gestützte 360°-Unterrichtsbeobachtung im TeachingLab.Baberowski, D., Leonhardt, T. & Bergner, N., 2022, DeLFI Workshops. p. 183-189, 7 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Logic-Guided Message Generation from Raw Real-Time Sensor DataChang, E., Kovtunova, A., Borgwardt, S., Demberg, V., Chapman, K. & Yeh, H., 2022, Proceedings of the 13th Language Resources and Evaluation Conference (LREC’22). Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Odijk, J. & Piperidis, S. (eds.).p. 6899-6908, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Machine Health diagnostics of Semiconductor Facility equipmentWagner, T., Hensel, B., Schneider, G., Halfter, M. & Hertel, O., 2022, Proceedings of 20th European Advanced Process Control and Manufacturing Conference (apc|m)Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• MATEE: Multimodal Attestation for Trusted Execution EnvironmentsGalanou, A., Gregor, F., Kapitza, R. & Fetzer, C., 2022, p. 121-134Electronic (full-text) versionResearch output: Contribution to conferences > Paper
• Mehr als Effekthascherei: Kompetenzerwerb in der Immobilienwirtschaft mittels Virtual Reality.Dyrna, J., Diab, M., Bohn, T., Liebscher, M., Herchet, M. & Brade, M., 2022, Wettbewerbsband AVRiL 2022. Söbke, H. & Zender, R. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 23-31, 9 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report
• Model-based Generation of Hardware/Software Architectures for Robotics SystemsPodlubne, A., Mey, J., Pertuz Mendez, S. A., Aßmann, U. & Göhringer, D., 2022, Proceedings - 2022 32nd International Conference on Field-Programmable Logic and Applications, FPL 2022. IEEE Xplore, p. 153-159, 7 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Modeling FPGA-based Architectures for RoboticsPodlubne, A. & Göhringer, D., 2022, p. 1-4Electronic (full-text) versionResearch output: Contribution to conferences > Paper
• Multi-Precision Deep Neural Network Acceleration on FPGAsNeda, N., Ullah, S., Ghanbari, A., Mahdiani, H., Modarressi, M. & Kumar, A., 2022, 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC). IEEE, New York [u. a.], p. 454-459, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• NetPU: Prototyping a Generic Reconfigurable Neural Network Accelerator Architecture.Liu, Y., Rai, S., Ullah, S. & Kumar, A., 2022, FPT 2022 - 21st International Conference on Field-Programmable Technology, Proceedings. IEEE Xplore, p. 1, 1 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Novice-friendly Feedback for Python Tasks in ArTEMiS.Kazimiers, A., Morgenstern, M., Leonhardt, T. & Bergner, N., 2022, DeLFI Workshops. p. 235-241, 7 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• On the Eve of True Explainability for OWL Ontologies: Description Logic Proofs with Evee and EvonneAlrabbaa, C., Borgwardt, S., Friese, T., Koopmann, P., Méndez, J. & Popovic, A., 2022, Proceedings of the 35th International Workshop on Description Logics (DL 2022)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• On the First-Order Rewritability of Ontology-Mediated Queries in Linear Temporal Logic (Extended Abstract).Artale, A., Kontchakov, R., Kovtunova, A., Ryzhikov, V., Wolter, F. & Zakharyaschev, M., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). ijcai.org, p. 5703-5707, 5 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• On the Foundations of Cycles in Bayesian NetworksBaier, C., Dubslaff, C., Hermanns, H. & Käfer, N., 2022, Principles of Systems Design: Essays Dedicated to Thomas A. Henzinger on the Occasion of His 60th Birthday. Raskin, J., Chatterjee, K., Doyen, L. & Majumdar, R. (eds.). Springer, Cham, p. 343-363, 21 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report
• Parameterizable mobile workloads for adaptable base station optimizationsRobledo, J. & Castrillon, J., 2022, Proceedings - 2022 IEEE 15th International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2022. Institute of Electrical and Electronics Engineers Inc., p. 381-386, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Pattern Recognition: 44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27-30, 2022, ProceedingsAndres, B., Bernard, F., Cremers, D., Frintrop, S., Goldlücke, B. & Ihrke, I., 2022, Springer, Cham, 608 p.Electronic (full-text) versionResearch output: Book/Report/Anthology > Conference proceeding
• Peak-Power Aware Life-Time Reliability Improvement in Fault-Tolerant Mixed-Criticality SystemsNavardi, M., Ranjbar, B., Rohbani, N., Ejlali, A. & Kumar, A., 2022, In: IEEE Open Journal of Circuits and Systems. 3, p. 199-215, 17 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• PosAx-O: Exploring Operator-level Approximations for Posit Arithmetic in Embedded AI/ML.Immaneni, A., Ullah, S., Nambi, S., Sahoo, S. S. & Kumar, A., 2022, Proceedings - 2022 25th Euromicro Conference on Digital System Design, DSD 2022. Fabelo, H., Ortega, S. & Skavhaug, A. (eds.).p. 214-223, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Potenziale und Herausforderungen Energieautonomer Sensorsysteme für den Einsatz in sensorintegrierenden MaschinenelementenHofmann, K., Keil, F., Matthiesen, S., Gwosch, T., Kupnik, M., Kirchner, E., Göhringer, D. & 2 others, 2022, EASS 2022 Energieautonome Sensorsysteme 2022: Beiträge der 11. GMM-Fachtagung, 5. – 6. Juli 2022 in Erfurt. Schecker, O. (ed.). VDE Verlag, Berlin [u. a.], p. 36-38, 3 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Rational Defeasible Subsumption in DLs with Nested Quantifiers: the Case of ELI_⊥de Camargo e Souza Câmara, I. & Turhan, A., 2022, NMR 2022 International Workshop on Non-Monotonic Reasoning 2022: Proceedings of the 20th International Workshop on Non-Monotonic Reasoning. Arieli, O., Casini, G. & Giordano, L. (eds.).p. 159-162, 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution