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Photo of Martin Andraud

Martin Andraud

Professeur
martin.andraud@uclouvain.be

SST/EPL Ecole polytechnique de Louvain (EPL)

SST/ICTM Institute of Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM)

SST/ICTM/ELEN Pôle en ingénierie électrique (ELEN)

2026
Papier de conférence

Andraud, M. (2026, February 4). S’attaquer aux problématiques de test et de fiabilité des accélérateurs IA analogiques et mixtes. FETCH 2026. https://doi.org/10.70675/f41e9a8cz2d20z4717z87f5za09d6606a6d9

https://research.dial.uclouvain.be/handle/2078.5/280567


2025
Papier de conférence

Leslin, J., Trapp, M., & Andraud, M. (2025). Hardware-efficient tractable probabilistic inference for TinyML Neurosymbolic AI applications. ptoceedings of 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS). Published. 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS), Madison, WI, USA. https://doi.org/10.1109/coins65080.2025.11125733

https://research.dial.uclouvain.be/handle/2078.5/271020


Marin, J., Herman, K., Arévalos, D., Andraud, M., & Rojas, C. A. (2025). Tapeout-Oriented Strategies for Teaching Analog/Mixed-Signal IC Design and Implementation in Electrical Engineering Education. Proceedings of SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI). Published. 2025 38th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI), Manaus, Brazil. https://doi.org/10.1109/sbcci66862.2025.11218651

https://research.dial.uclouvain.be/handle/2078.5/274319


Mohey, A. M., Kosunen, M., Ryynänen, J., & Andraud, M. (2025). Gated Ring Oscillator-Based Time-to-Digital Converter for Event-Triggered Sensing Applications. Proceedings of the 23rd IEEE Interregional NEWCAS Conference (NEWCAS). Published. 2025 23rd IEEE Interregional NEWCAS Conference (NEWCAS), Paris, France. https://doi.org/10.1109/newcas64648.2025.11107057

https://research.dial.uclouvain.be/handle/2078.5/269978


Article de journal

Mohey, A. M., Kosunen, M., Ryynänen, J., & Andraud, M. (2025). Low-Power Wide-Range Time-to-Digital Converter for Time-of-Flight Range Finders. IEEE Access, 13, 150661-150670. https://doi.org/10.1109/access.2025.3603422 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/263021


Monga, D. C., Singh, G., Numan, O., Adam, K., Andraud, M., & Halonen, K. A. (2025). TRIM: Thermal Auto-Compensation for Resistive In-Memory Computing. IEEE Transactions on Computer - Aided Design of Integrated Circuits and Systems, 45(2), 943-954. https://doi.org/10.1109/tcad.2025.3586889 (Original work published 2026)

https://research.dial.uclouvain.be/handle/2078.5/269981


Yao, L., Zhao, S., Trapp, M., Leslin, J., Verhelst, M., & Andraud, M. (2025). LogSumExp: Efficient Approximate Logarithm Acceleration for Embedded Tractable Probabilistic Reasoning. IEEE Transactions on Circuits and Systems I: Regular Papers, 1-12. https://doi.org/10.1109/tcsi.2025.3613975 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/269975


Mohey, A. M., Kosunen, M., Ryynänen, J., & Andraud, M. (2025). Low-Power Wide-Range Time-to-Digital Converter for Time-of-Flight Range Finders. I E E E Access, 13(1), 150661-150670. https://doi.org/10.1109/access.2025.3603422 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/269974


2024
Article de journal

Mohey, A. M., Leslin, J., Singh, G., Kosunen, M., Ryynänen, J., & Andraud, M. (2024). A 22-nm All-Digital Time-Domain Neural Network Accelerator for Precision In-Sensor Processing. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 1-0. https://doi.org/10.1109/tvlsi.2024.3496090 (Original work published 2024)

https://research.dial.uclouvain.be/handle/2078.5/269976


Papier de conférence

Singh, G., Numan, O., Monga, D., Andraud, M., & Halonen, K. (2024). On-chip Built-In Self-Calibration of Thermal Variations for Mixed-Signal In-Memory Computing. 2024 IEEE European Test Symposium (ETS), The Hague, Netherlands.

https://research.dial.uclouvain.be/handle/2078.5/269968


Periasamy, K., Leslin, J., Korsman, A., Yao, L., & Andraud, M. (2024). AutoPC: An Open-Source Framework for Efficient Probabilistic Reasoning on FPGA Hardware. Preceedings 22nd IEEE Interregional NEWCAS Conference (NEWCAS). Published. 2024 22nd IEEE Interregional NEWCAS Conference (NEWCAS), Sherbrooke, QC, Canada. https://doi.org/10.1109/newcas58973.2024.10666359

https://research.dial.uclouvain.be/handle/2078.5/269972


Adam, K., Monga, D., Numan, O., Singh, G., Halonen, K., & Andraud, M. (2024). Evaluating an Analog Main Memory Architecture for All-Analog In-Memory Computing Accelerators. International Conference on AI Circuits and Systems (AICAS).

https://research.dial.uclouvain.be/handle/2078.5/269971


2026
Papier de conférence

Andraud, M. (2026, February 4). S’attaquer aux problématiques de test et de fiabilité des accélérateurs IA analogiques et mixtes. FETCH 2026. https://doi.org/10.70675/f41e9a8cz2d20z4717z87f5za09d6606a6d9

https://research.dial.uclouvain.be/handle/2078.5/280567


2025
Papier de conférence

Leslin, J., Trapp, M., & Andraud, M. (2025). Hardware-efficient tractable probabilistic inference for TinyML Neurosymbolic AI applications. ptoceedings of 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS). Published. 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS), Madison, WI, USA. https://doi.org/10.1109/coins65080.2025.11125733

https://research.dial.uclouvain.be/handle/2078.5/271020


Marin, J., Herman, K., Arévalos, D., Andraud, M., & Rojas, C. A. (2025). Tapeout-Oriented Strategies for Teaching Analog/Mixed-Signal IC Design and Implementation in Electrical Engineering Education. Proceedings of SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI). Published. 2025 38th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI), Manaus, Brazil. https://doi.org/10.1109/sbcci66862.2025.11218651

https://research.dial.uclouvain.be/handle/2078.5/274319


Mohey, A. M., Kosunen, M., Ryynänen, J., & Andraud, M. (2025). Gated Ring Oscillator-Based Time-to-Digital Converter for Event-Triggered Sensing Applications. Proceedings of the 23rd IEEE Interregional NEWCAS Conference (NEWCAS). Published. 2025 23rd IEEE Interregional NEWCAS Conference (NEWCAS), Paris, France. https://doi.org/10.1109/newcas64648.2025.11107057

https://research.dial.uclouvain.be/handle/2078.5/269978


Article de journal

Mohey, A. M., Kosunen, M., Ryynänen, J., & Andraud, M. (2025). Low-Power Wide-Range Time-to-Digital Converter for Time-of-Flight Range Finders. IEEE Access, 13, 150661-150670. https://doi.org/10.1109/access.2025.3603422 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/263021


Monga, D. C., Singh, G., Numan, O., Adam, K., Andraud, M., & Halonen, K. A. (2025). TRIM: Thermal Auto-Compensation for Resistive In-Memory Computing. IEEE Transactions on Computer - Aided Design of Integrated Circuits and Systems, 45(2), 943-954. https://doi.org/10.1109/tcad.2025.3586889 (Original work published 2026)

https://research.dial.uclouvain.be/handle/2078.5/269981


Yao, L., Zhao, S., Trapp, M., Leslin, J., Verhelst, M., & Andraud, M. (2025). LogSumExp: Efficient Approximate Logarithm Acceleration for Embedded Tractable Probabilistic Reasoning. IEEE Transactions on Circuits and Systems I: Regular Papers, 1-12. https://doi.org/10.1109/tcsi.2025.3613975 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/269975


Mohey, A. M., Kosunen, M., Ryynänen, J., & Andraud, M. (2025). Low-Power Wide-Range Time-to-Digital Converter for Time-of-Flight Range Finders. I E E E Access, 13(1), 150661-150670. https://doi.org/10.1109/access.2025.3603422 (Original work published 2025)

https://research.dial.uclouvain.be/handle/2078.5/269974


2024
Article de journal

Mohey, A. M., Leslin, J., Singh, G., Kosunen, M., Ryynänen, J., & Andraud, M. (2024). A 22-nm All-Digital Time-Domain Neural Network Accelerator for Precision In-Sensor Processing. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 1-0. https://doi.org/10.1109/tvlsi.2024.3496090 (Original work published 2024)

https://research.dial.uclouvain.be/handle/2078.5/269976


Papier de conférence

Singh, G., Numan, O., Monga, D., Andraud, M., & Halonen, K. (2024). On-chip Built-In Self-Calibration of Thermal Variations for Mixed-Signal In-Memory Computing. 2024 IEEE European Test Symposium (ETS), The Hague, Netherlands.

https://research.dial.uclouvain.be/handle/2078.5/269968


Periasamy, K., Leslin, J., Korsman, A., Yao, L., & Andraud, M. (2024). AutoPC: An Open-Source Framework for Efficient Probabilistic Reasoning on FPGA Hardware. Preceedings 22nd IEEE Interregional NEWCAS Conference (NEWCAS). Published. 2024 22nd IEEE Interregional NEWCAS Conference (NEWCAS), Sherbrooke, QC, Canada. https://doi.org/10.1109/newcas58973.2024.10666359

https://research.dial.uclouvain.be/handle/2078.5/269972


Adam, K., Monga, D., Numan, O., Singh, G., Halonen, K., & Andraud, M. (2024). Evaluating an Analog Main Memory Architecture for All-Analog In-Memory Computing Accelerators. International Conference on AI Circuits and Systems (AICAS).

https://research.dial.uclouvain.be/handle/2078.5/269971