Scholar
Marcello Traiola
Google Scholar ID: T2ah49kAAAAJ
Tenured Research Scientist - Inria Rennes / IRISA lab
Embedded Systems
Test
Reliability
Approximate Computing
In-memory computing
Follow
Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
664
H-index
15
i10-index
25
Publications
20
Co-authors
5
list available
Contact
Email
marcello.traiola@inria.fr
CV
Open ↗
GitHub
Open ↗
LinkedIn
Open ↗
Publications
6 items
KANtize: Exploring Low-bit Quantization of Kolmogorov-Arnold Networks for Efficient Inference
2026
Cited
0
ENFOR-SA: End-to-end Cross-layer Transient Fault Injector for Efficient and Accurate DNN Reliability Assessment on Systolic Arrays
2026
Cited
0
Domain-specific Hardware Acceleration for Model Predictive Path Integral Control
2026
Cited
1
KAN-SAs: Efficient Acceleration of Kolmogorov-Arnold Networks on Systolic Arrays
2025
Cited
0
PERTINENCE: Input-based Opportunistic Neural Network Dynamic Execution
2025
Cited
0
SWAPPER: Dynamic Operand Swapping in Non-commutative Approximate Circuits for Online Error Reduction
2025
Cited
0
Resume (English only)
Academic Achievements
Publications can be found on Google Scholar page and personal publications links.
Research Experience
2022 - ongoing: Tenured Research Scientist, Inria Research Center, IRISA laboratory, Rennes, France
2021 - 2022: Post-doctoral researcher, Inria Research Center, IRISA laboratory, Rennes, France
2020 - 2021: Post-doctoral researcher, Lyon Institute of Nanotechnology, Lyon, France
Oct. 2019 - Jan. 2020: R&D Engineering Internship, MediaTek USA Inc., Woburn (Boston Area) - Massachusetts, USA
Jun. - Nov. 2013: Internship, Fiat Chrysler Automobiles, Pomigliano d'arco (Naples), Italy
Background
Research Interests: Embedded systems, Hardware Accelerators, Energy-efficient computing, Approximate Computing, Hardware Reliability and Test. Field: Computer Engineering.
Miscellany
IEEE Member
Co-authors
5 total
Co-author 1
Co-author 2
Co-author 3
Alessandro Savino
Associate Professor - Politecnico di Torino, DAUIN
Stefano Di Carlo
Full Professor, Politecnico di Torino
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