Natalia Cherezova

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Reliability Analysis

Reconfigurable Architecture

Fault Detection

Top Venues

Publications

Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators. ETS (2024)
Maksim Jenihhin, Mahdi Taheri, Natalia Cherezova, Mohammad Hasan Ahmadilivani, Hardi Selg, Artur Jutman, Konstantin Shibin, Anton Tsertov, Sergei Devadze, Rama Mounika Kodamanchili, Ahsan Rafiq, Jaan Raik, Masoud Daneshtalab
Keynote: Cost-Efficient Reliability for Edge-AI Chips. LATS (2024)
Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari, Maksim Jenihhin, Ali Mahani, Masoud Daneshtalab, Jaan Raik
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators. CoRR (2024)
Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators. CoRR (2024)
Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari, Maksim Jenihhin, Ali Mahani, Masoud Daneshtalab, Jaan Raik
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators. ISQED (2024)
Natalia Cherezova, Dmitri Mihhailov, Sergei Devadze, Artur Jutman
HLS-based Optimization of Tau Triggering Algorithm for LHC: a case study. CoRR (2022)