FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNsNazari, Samira; Taheri, Mahdi; Azarpeyvand, Ali; Afsharchi, Mohsen; Ghasempouri, Tara; Herglotz, Christian; Daneshtalab, Masoud; Jenihhin, Maksim2024 IEEE 33rd Asian Test Symposium (ATS)2024 / p. 1-6 : ill https://doi.org//10.1109/ATS64447.2024.10915463 Conference proceedings at Scopus Article at Scopus Article at WOS

GENIE: GENetIc Algorithm-Based REliability Assessment Methodology for Deep Neural NetworksNazari, Samira; Taheri, Mahdi; Azarpeyvand, Ali; Afsharchi, Mohsen; Herglotz, Christian; Jenihhin, Maksim2025 11th International Conference on Computing and Artificial Intelligence : ICCAI 2025 : 28-31 March 2025, Kyoto, Japan : proceedings2025 / p. 264-271 https://doi.org/10.1109/ICCAI66501.2025.00049 Article at Scopus

Reliability-Aware Hyperparameter Optimization for ANN-to-SNN ConversionSharifian, Saeed; Taheri, Mahdi; Rashtchi, Vahid; Azarpeyvand, Ali; Herglotz, Christian; Jenihhin, MaksimWorks in Progress in Embedded Computing Journal WiPiEC Journal2025 / p. 1-7 https://doi.org/10.64552/wipiec.v11i1.85 https://www.wipiec.digitalheritage.me/index.php/wipiecjournal/article/view/85

RL-agent-based early-exit DNN architecture search frameworkTaheri, Mahdi; Patne, Parth; Cherezova, Natalia; Mahani, Ali; Herglotz, Christian; Jenihhin, Maksim2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS 2025), Lyon, France, 5-7 May 20252025 / p. 145-148 https://doi.org/10.1109/DDECS63720.2025.11006795 Article at Scopus Article at WOS