Title
SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators Mahdi Taheri Masoud Daneshtalab J. Raik M. Jenihhin Salvatore Pappalardo Paul Jiménez Bastien Deveautour A. Bosio 19 5 0 05 Mar 2024
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators Mahdi Taheri N. Cherezova Samira Nazari Ahsan Rafiq A. Azarpeyvand Tara Ghasempouri Masoud Daneshtalab J. Raik M. Jenihhin 22 8 0 05 Mar 2024
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators Mahdi Taheri N. Cherezova M. S. Ansari M. Jenihhin A. Mahani Masoud Daneshtalab J. Raik 21 12 0 17 Jan 2024
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators Mahdi Taheri M. Riazati Mohammad Hasan Ahmadilivani M. Jenihhin Masoud Daneshtalab J. Raik Mikael Sjödin B. Lisper 44 20 0 14 Mar 2023
DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment Mohammad Hasan Ahmadilivani Mahdi Taheri J. Raik Masoud Daneshtalab M. Jenihhin 32 12 0 13 Mar 2023
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead Muhammad Shafique Mahum Naseer T. Theocharides C. Kyrkou O. Mutlu Lois Orosa Jungwook Choi OOD 71 100 0 04 Jan 2021