Publications

Journal article (2)

Enhancing Global Model Performance in Federated Learning with Non-IID Data using a Data-Free Generative Diffusion Model (Oct 2024)
MohammadReza Najafi , Masoud Daneshtalab, Jeong-A Lee , Seokjoo Shin
Journal of IEEE Access (IEEE-Access)

A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks (Jan 2024)
Mohammad Ahmadilivani , Mahdi Taheri , Jaan Raik , Masoud Daneshtalab, Maksim Jenihhin
ACM Computing Surveys (CSUR)

Conference/Workshop Paper (1)

Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators
Mahdi Taheri , Natalia Cherezova , Ali Mahani , Maksim Jenihhin , Masoud Daneshtalab, Jaan Raik
International Symposium on Quality Electronic Design (ISQED'24)