AdAM: Adaptive Approximate Multiplier for Fault Tolerance in DNN AcceleratorsTaheri, Mahdi; Cherezova, Natalia; Nazari, Samira; Azarpeyvand, Ali; Ghasempouri, Tara; Daneshtalab, Masoud; Raik, Jaan; Jenihhin, MaksimIEEE transactions on device and materials reliability2024 / p. 66-75 : ill https://doi.org//10.1109/TDMR.2024.3523386 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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

IJTAG-compatible symptom-based SEU monitors for FPGA DNN acceleratorsCherezova, Natalia; Jenihhin, Maksim; Jutman, Artur2024 IEEE International Conference on Design, Test and Technology of Integrated Systems (DTTIS)2024 / 6 p. : ill https://doi.org/10.1109/DTTIS62212.2024.10780417 Article at Scopus Article at WOS