Publications

APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors
Journal / Periodical: 2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)
Authors: Taheri, Mahdi; Ahmadilivani, Mohammad Hasan; Jenihhin, Maksim; Raik, Jaan; Daneshtalab, Masoud
Year: 2023
Accurate detection of paroxysmal atrial fibrillation with certified-GAN and neural architecture search
Journal / Periodical: Scientific Reports
Authors: Asadi, M.; Poursalim, F.; Loni, M.; Daneshtalab, M.; Sjödin, M.; Gharehbaghi, A.
Year: 2023
DASS: Differentiable Architecture Search for Sparse Neural Networks
Journal / Periodical: ACM Transactions on Embedded Computing Systems
Authors: Mousavi, H.; Loni, M.; Alibeigi, M.; Daneshtalab, M.
Year: 2023
Supporting end-to-end data propagation delay analysis for TSN-based distributed vehicular embedded systems
Journal / Periodical: Journal of Systems Architecture
Authors: Houtan, B.; Ashjaei, M.; Daneshtalab, M.; Sjödin, M.; Mubeen, S.
Year: 2023
A comprehensive systematic review of integration of time sensitive networking and 5G communication
Journal / Periodical: Journal of Systems Architecture
Authors: Satka, Z.; Ashjaei, M.; Fotouhi, H.; Daneshtalab, M.; Sjödin, M.; Mubeen, S.
Year: 2023
A symbiosis between population based incremental learning and LP-relaxation based parallel genetic algorithm for solving integer linear programming models
Journal / Periodical: Computing
Authors: Fallah, M.K.; Fazlali, M.; Daneshtalab, M.
Year: 2023
Comparative Evaluation of Various Generations of Controller Area Network Based on Timing Analysis
Journal / Periodical: IEEE International Conference on Emerging Technologies and Factory Automation, ETFA
Authors: Berisa, A.; Panjevic, A.; Kovac, I.; Lyngbäck, H.; Ashjaei, M.; Daneshtalab, M.; Sjödin, M.; Mubeen, S.
Year: 2023
Evaluating the Robustness of ML Models to Out-of-Distribution Data Through Similarity Analysis
Journal / Periodical: Communications in Computer and Information Science
Authors: Lindén, J.; Forsberg, H.; Daneshtalab, M.; Söderquist, I.
Year: 2023
Analysing Robustness of Tiny Deep Neural Networks
Journal / Periodical: Communications in Computer and Information Science
Authors: Mousavi, H.; Zoljodi, A.; Daneshtalab, M.
Year: 2023
Investigating and Analyzing CAN-to-TSN Gateway Forwarding Techniques
Journal / Periodical: Proceedings - 2023 IEEE 26th International Symposium on Real-Time Distributed Computing, ISORC 2023
Authors: Berisa, A.; Ashjaei, M.; Daneshtalab, M.; Sjödin, M.; Mubeen, S.
Year: 2023
End-to-end Timing Modeling and Analysis of TSN in Component-Based Vehicular Software
Journal / Periodical: Proceedings - 2023 IEEE 26th International Symposium on Real-Time Distributed Computing, ISORC 2023
Authors: Houtan, B.; Aybek, M.O.; Ashjaei, M.; Daneshtalab, M.; Sjödin, M.; Lundbäck, J.; Mubeen, S.
Year: 2023
NeuroPIM: Felxible Neural Accelerator for Processing-in-Memory Architectures
Journal / Periodical: Proceedings - 2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2023
Authors: Bidgoli, A.M.; Fattahi, S.; Rezaei, S.H.S.; Modarressi, M.; Daneshtalab, M.
Year: 2023
Analysis and Improvement of Resilience for Long Short-Term Memory Neural Networks
Journal / Periodical: 2023 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)
Authors: Ahmadilivani, Mohammad Hasan; Raik, Jaan; Daneshtalab, Masoud; Kuusik, Alar
Year: 2023
Electronics design and testing of the CMS Fast Beam Condition Monitor for HL-LHC
Journal / Periodical: Journal of Physics: Conference Series
Authors: Shibin, Konstantin; Auzinger, Georg; Bakhshiansohi, Hamed; Dabrowski, Anne; Dierlamm, Alexander; Dragicevic, Marko; Gholami, Asghar; Gomez, Gervasio; Guthoff, Moritz; Haranko, Mykyta; Honma, Alan; Jenihhin, Maksim; Kaplon, Jan; Karacheban, Olena; Korcsmáros, Berta; Lokhovtskiy, Arkady; Loos, Robert; Mallows, Sophie; Michel, John; Myronenko, Volodymyr ...
Year: 2023