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HDCircuit: Brain-inspired HyperDimensional Computing for Circuit Recognition

P. Genssler, L. Alrahist, O. Sinanoglu, and H. Amrouch. 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), page 1-2. Piscataway, NJ, IEEE, (2024)
DOI: 10.23919/DATE58400.2024.10546587

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Paul Genßler University of Stuttgart

R. Leister

R. Koerner

R. Watty

Theresa Paulus University of Stuttgart

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A New Level of Trusted Cloud Computing - Virtualized Reconfigurable Resources in a Security-First Architecture.P. Genßler, O. Knodel, and R. Spallek. GI-Jahrestagung, volume P-275 of LNI, page 531-542. GI, (2017)Design Close to the Edge for Advanced Technology using Machine Learning and Brain-Inspired AlgorithmsH. Amrouch, F. Klemme, and P. Genßler. 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), page 493-499. Piscataway, IEEE, (2022)Wafer Map Defect Classification Based on the Fusion of Pattern and Pixel InformationY. Liao, R. Latty, P. Genßler, H. Amrouch, and B. Yang. 2022 IEEE International Test Conference (ITC), page 1-9. Piscataway, IEEE, (2022)WaSSaBi: Wafer Selection With Self-Supervised Representations and Brain-Inspired Active LearningK. Pandaram, P. Genssler, and H. Amrouch. IEEE transactions on circuits and systems i-regular papers, 71 (4): 1808 (2024)Stress-Resiliency of AI Implementations on FPGAsJ. Krautter, P. Genssler, G. Sepanta, H. Amrouch, and M. Tahoori. 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL), IEEE, (2023)Migration of long-running Tasks between Reconfigurable Resources using Virtualization.O. Knodel, P. Genssler, and R. Spallek. SIGARCH Computer Architecture News, 44 (4): 56-61 (2016)Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AIH. Amrouch, M. Imani, X. Jiao, Y. Aloimonos, C. Fermuller, D. Yuan, D. Ma, H. Barkam, P. Genßler, and P. Sutor. 2022 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), page 25-34. Piscataway, IEEE, (2022)Brain-Inspired Computing for Wafer Map Defect Pattern ClassificationP. Genßler, and H. Amrouch. 2021 IEEE International Test Conference (ITC), page 123-132. Piscataway, IEEE, (2021)All-in-Memory Brain-Inspired Computing Using FeFET SynapsesS. Thomann, H. Nguyen, P. Genssler, and H. Amrouch. Frontiers in electronics, (2022)Intelligent Methods for Test and ReliabilityH. Amrouch, J. Anders, S. Becker, M. Betka, G. Bleher, P. Domanski, N. Elhamawy, T. Ertl, A. Gatzastras, P. Genssler and 25 other author(s). 2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022, Antwerp, Belgium, March 14-23, 2022, page 969--974. IEEE, (2022)