Publications

An Efficient Architecture for Edge AI Federated Learning with Homomorphic Encryption
Journal / Periodical: IEEE Access
Authors: Rahbari, Dadmehr; Daneshtalab, Masoud; Jenihhin, Maksim
Year: 2025
AxEnMULT: Design of an Efficient and Reliable Approximate Encoding-Based Multiplier
Journal / Periodical: 2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Authors: Rafiq, Ahsan; Bosio, Alberto; Pappalardo, Salvatore; Jenihhin, Maksim
Year: 2025
XMULT: An Energy-Efficient Design of Approximate Multiplier
Journal / Periodical: 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)
Authors: Rafiq, Ahsan; Jenihhin, Maksim
Year: 2025
Structural Decision Diagrams in Digital Test
Authors: Ubar, Raimund; Raik, Jaan; Jenihhin, Maksim; Jutman, Artur
Year: 2024
AdAM: Adaptive Approximate Multiplier for Fault Tolerance in DNN Accelerators
Journal / Periodical: IEEE Transactions on Device and Materials Reliability
Authors: Taheri, Mahdi; Cherezova, Natalia; Nazari, Samira; Azarpeyvand, Ali; Ghasempouri, Tara; Daneshtalab, Masoud; Raik, Jaan; Jenihhin, Maksim
Year: 2024
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks
Journal / Periodical: ACM Computing Surveys
Authors: Ahmadilivani, Mohammad Hasan; Taheri, Mahdi; Raik, Jaan; Daneshtalab, Masoud; Jenihhin, Maksim
Year: 2024
The CMS Fast Beam Condition Monitor for HL-LHC
Journal / Periodical: Journal of Instrumentation
Authors: Auzinger, G.; Bakhshiansohi, H.; Dabrowski, A.; Delannoy, A. G.; Dierlamm, A.; Dragicevic, M.; Gholami, A.; Gomez, G.; Guthoff, M.; Haranko, M.; Homna, A.; Jenihhin, M.; Kaplon, J.; Karacheban, O.; Korcsmaros, B.; Liu, W. H.; Lokhovitskiy, A.; Loos, R.; Mallows, S.; Michel, J. ... Wegrzyn, G. J.
Year: 2024
Reliability-Critical Computation Offloading in UAV Swarms
Journal / Periodical: IEEE Systems Journal
Authors: Rahbari, Dadmehr; Ahmed, Foisal; Jenihhin, Maksim; Alam, Muhammad Mahtab; Le Moullec, Yannick
Year: 2024
Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning
Journal / Periodical: Proceedings - 2024 IEEE 30th International Symposium on On-line Testing and Robust System Design, IOLTS 2024
Authors: Ahmadilivani, M.H.; Mousavi, S.; Raik, J.; Daneshtalab, M.; Jenihhin, M.
Year: 2024
Autonomous Realization of Safety- and Time-Critical Embedded Artificial Intelligence
Journal / Periodical: 2024 Design, Automation & Test In Europe Conference & Exhibition (DATE)
Authors: Linden, Joakim; Ermedahl, Andreas; Salomonsson, Hans; Daneshtalab, Masoud; Forsberg, Bjorn; Carbone, Paris
Year: 2024
Enhancing Global Model Performance in Federated Learning With Non-IID Data Using a Data-Free Generative Diffusion Model
Journal / Periodical: IEEE Access
Authors: Najafi, Mohammadreza; Daneshtalab, Masoud; Lee, Jeong-A; Saadloonia, Ghazal; Shin, Seokjoo
Year: 2024
TrajectoryNAS: A Neural Architecture Search for Trajectory Prediction
Journal / Periodical: Sensors
Authors: Sharifi, Ali Asghar; Zoljodi, Ali; Daneshtalab, Masoud
Year: 2024
Contrastive Learning for Lane Detection via cross-similarity
Journal / Periodical: Pattern Recognition Letters
Authors: Zoljodi, Ali; Abadijou, Sadegh; Alibeigi, Mina; Daneshtalab, Masoud
Year: 2024
Heterogeneous Approximation of DNN HW Accelerators based on Channels Vulnerability
Journal / Periodical: 2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration (VLSI-SoC)
Authors: Cherezova, Natalia; Pappalardo, Salvatore; Taheri, Mahdi; Ahmadilivani, Mohammad Hasan; Deveautour, Bastien; Bosio, Alberto; Raik, Jaan; Jenihhin, Maksim
Year: 2024