Type: Date:

Number of publications matching the search criterion: 10

Journal article (2)

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)

Conference/Workshop Paper (8)

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)

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