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)
A software implemented comprehensive soft error detection method for embedded systems (Sep 2020) Seyyed Amir Asghari , Mohammadreza Binesh Marvasti , Masoud Daneshtalab Elsevier journal of Microprocessors and Microsystems (MICPRO)
Comparing Ext4 and ZFS for Onboard Data Processing (Oct 2023) Liza Stephanie Johansson, Hassan Said, Håkan Forsberg, Nandinbaatar Tsog, Oskar Flordal The first European Data Handling & Data Processing Conference (EDHPC 2023)
Efficient On-device Transfer Learning using Activation Memory Reduction (Sep 2023) Amin Yoosefi , Seyedhamidreza Mousavi, Masoud Daneshtalab, Mehdi Kargahi International Conference on Fog and Mobile Edge Computing (FMEC)
Evaluating the robustness of ML models to out-of-distribution data through similarity analysis (Sep 2023) Joakim Lindén, Håkan Forsberg, Ingemar Söderquist , Masoud Daneshtalab 1st Workshop on Advanced AI Techniques for Data Management and Analytics (AIDMA)
DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment Mohammad Ahmadilivani , Mahdi Taheri , Jaan Raik , Masoud Daneshtalab, Maksim Jenihhin European Test Symposium 2023 (IEEE ETS)
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators Mahdi Taheri , Mohammad Riazati, Mohammad Ahmadilivani , Maksim Jenihhin , Masoud Daneshtalab, Jaan Raik , Mikael Sjödin, Björn Lisper International Symposium on Quality Electronic Design (ISQED 2023)
A novel method for detecting UAVs using parallel neural networks with re-inference (Sep 2022) Hubert Stepien , Martin Bilger , Håkan Forsberg, Billy Lindgren , Johan Hjorth 33rd Congress of the International Council of the Aeronautical Sciences (ICAS 2022)
Curating Datasets for Visual Runway Detection (Oct 2021) Joakim Lindén, Håkan Forsberg, Josef Haddad , Emil Tagebrand , Erasmus Cedernaes , Emil Gustafsson Ek , Masoud Daneshtalab The 40th Digital Avionics Systems Conference (DASC'2021)
Challenges in Using Neural Networks in Safety-Critical Applications (Oct 2020) Håkan Forsberg, Johan Hjorth, Masoud Daneshtalab, Joakim Lindén, Torbjörn Månefjord The 39th Digital Avionics Systems Conference (DASC'2020)