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)
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
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
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
Article de journal
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)
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)
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)
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)
2024
Papier de conférence
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
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).
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.
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)
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
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
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
Article de journal
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)
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)
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)
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)
2024
Papier de conférence
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
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).
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.
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)