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)
Yao, Lingyun ; Zhao, Shirui ; Trapp, Martin ; Leslin, Jelin ; Verhelst, Marian ; Andraud, Martin. LogSumExp: Efficient Approximate Logarithm Acceleration for Embedded Tractable Probabilistic Reasoning. In: IEEE Transactions on Circuits and Systems I: Regular Papers, , p. 1-12 (2025). doi:10.1109/tcsi.2025.3613975 (Accepté/Sous presse).
Mohey, Ahmed M. ; Kosunen, Marko ; Ryynänen, Jussi ; Andraud, Martin. Low-Power Wide-Range Time-to-Digital Converter for Time-of-Flight Range Finders. In: IEEE Access, Vol. 13, no.-, p. 150661-150670 (2025). doi:10.1109/access.2025.3603422 (Soumis).
Mohey, Ahmed M. ; Kosunen, Marko ; Ryynänen, Jussi ; Andraud, Martin. Low-Power Wide-Range Time-to-Digital Converter for Time-of-Flight Range Finders. In: IEEE Access, Vol. 13, no.1, p. 150661-150670 (2025). doi:10.1109/access.2025.3603422.
Monga, Dipesh C. ; Singh, Gaurav ; Numan, Omar ; Adam, Kazybek ; Andraud, Martin ; Halonen, Kari A.. TRIM: Thermal Auto-Compensation for Resistive In-Memory Computing. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 45, no.2, p. 943-954 (2026). doi:10.1109/tcad.2025.3586889.
Mohey, Ahmed M. ; Kosunen, Marko ; Ryynänen, Jussi ; Andraud, Martin. Gated Ring Oscillator-Based Time-to-Digital Converter for Event-Triggered Sensing Applications. 2025 23rd IEEE Interregional NEWCAS Conference (NEWCAS) (Paris, France, du 22/6/2025 au 25/6/2025). In: Proceedings of the 23rd IEEE Interregional NEWCAS Conference (NEWCAS), 2025. 979-8-3315-3256-7. doi:10.1109/newcas64648.2025.11107057.
Leslin, Jelin ; Trapp, Martin ; Andraud, Martin. Hardware-efficient tractable probabilistic inference for TinyML Neurosymbolic AI applications. 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS) (Madison, WI, USA, du 4/8/2025 au 6/8/2025). In: ptoceedings of 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS), 2025. 979-8-3315-2037-3. doi:10.1109/coins65080.2025.11125733.
Marin, Jorge ; Herman, Krzysztof ; Arévalos, Daniel ; Andraud, Martin ; Rojas, Christian A.. Tapeout-Oriented Strategies for Teaching Analog/Mixed-Signal IC Design and Implementation in Electrical Engineering Education. 2025 38th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI) (Manaus, Brazil, du 25/8/2025 au 1/9/2025). In: Proceedings of SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI), 2025. 979-8-3315-5555-9. doi:10.1109/sbcci66862.2025.11218651.
Mohey, Ahmed M. ; Leslin, Jelin ; Singh, Gaurav ; Kosunen, Marko ; Ryynänen, Jussi ; Andraud, Martin. A 22-nm All-Digital Time-Domain Neural Network Accelerator for Precision In-Sensor Processing. In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, , p. 1-0 (2024). doi:10.1109/tvlsi.2024.3496090 (Accepté/Sous presse).
Periasamy, Karthekeyan ; Leslin, Jelin ; Korsman, Aleksi ; Yao, Lingyun ; Andraud, Martin. AutoPC: An Open-Source Framework for Efficient Probabilistic Reasoning on FPGA Hardware. 2024 22nd IEEE Interregional NEWCAS Conference (NEWCAS) (Sherbrooke, QC, Canada, du 16/6/2024 au 19/6/2024). In: Preceedings 22nd IEEE Interregional NEWCAS Conference (NEWCAS) (Preceedings 22nd IEEE Interregional NEWCAS Conference (NEWCAS)), IEEE : USA, 2024. 979-8-3503-6175-9. doi:10.1109/newcas58973.2024.10666359.
Adam, Kazybek ; Monga, Dipesh ; Numan, Omar ; Singh, Gaurav ; Halonen, Kari ; Andraud, Martin. Evaluating an Analog Main Memory Architecture for All-Analog In-Memory Computing Accelerators. International Conference on AI Circuits and Systems (AICAS).
Yao, Lingyun ; Trapp, Martin ; Leslin, Jelin ; Singh, Gaurav ; Zhang, Peng ; Periasamy, Karthekeyan ; Andraud, Martin. On Hardware-efficient Inference in Probabilistic Circuits. Uncertainity In AI Conference.
Singh, Gaurav ; Numan, Omar ; Monga, Dipesh ; Andraud, Martin ; Halonen, Kari. On-chip Built-In Self-Calibration of Thermal Variations for Mixed-Signal In-Memory Computing. 2024 IEEE European Test Symposium (ETS) (The Hague, Netherlands, du 20/5/2024 au 24/5/2024). doi:10.1109/ets61313.2024.10567960.
Yao, Lingyun ; Zhao, Shirui ; Trapp, Martin ; Leslin, Jelin ; Verhelst, Marian ; Andraud, Martin. LogSumExp: Efficient Approximate Logarithm Acceleration for Embedded Tractable Probabilistic Reasoning. In: IEEE Transactions on Circuits and Systems I: Regular Papers, , p. 1-12 (2025). doi:10.1109/tcsi.2025.3613975 (Accepté/Sous presse).
Mohey, Ahmed M. ; Kosunen, Marko ; Ryynänen, Jussi ; Andraud, Martin. Low-Power Wide-Range Time-to-Digital Converter for Time-of-Flight Range Finders. In: IEEE Access, Vol. 13, no.-, p. 150661-150670 (2025). doi:10.1109/access.2025.3603422 (Soumis).
Mohey, Ahmed M. ; Kosunen, Marko ; Ryynänen, Jussi ; Andraud, Martin. Low-Power Wide-Range Time-to-Digital Converter for Time-of-Flight Range Finders. In: IEEE Access, Vol. 13, no.1, p. 150661-150670 (2025). doi:10.1109/access.2025.3603422.
Monga, Dipesh C. ; Singh, Gaurav ; Numan, Omar ; Adam, Kazybek ; Andraud, Martin ; Halonen, Kari A.. TRIM: Thermal Auto-Compensation for Resistive In-Memory Computing. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 45, no.2, p. 943-954 (2026). doi:10.1109/tcad.2025.3586889.
Mohey, Ahmed M. ; Kosunen, Marko ; Ryynänen, Jussi ; Andraud, Martin. Gated Ring Oscillator-Based Time-to-Digital Converter for Event-Triggered Sensing Applications. 2025 23rd IEEE Interregional NEWCAS Conference (NEWCAS) (Paris, France, du 22/6/2025 au 25/6/2025). In: Proceedings of the 23rd IEEE Interregional NEWCAS Conference (NEWCAS), 2025. 979-8-3315-3256-7. doi:10.1109/newcas64648.2025.11107057.
Leslin, Jelin ; Trapp, Martin ; Andraud, Martin. Hardware-efficient tractable probabilistic inference for TinyML Neurosymbolic AI applications. 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS) (Madison, WI, USA, du 4/8/2025 au 6/8/2025). In: ptoceedings of 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS), 2025. 979-8-3315-2037-3. doi:10.1109/coins65080.2025.11125733.
Marin, Jorge ; Herman, Krzysztof ; Arévalos, Daniel ; Andraud, Martin ; Rojas, Christian A.. Tapeout-Oriented Strategies for Teaching Analog/Mixed-Signal IC Design and Implementation in Electrical Engineering Education. 2025 38th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI) (Manaus, Brazil, du 25/8/2025 au 1/9/2025). In: Proceedings of SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI), 2025. 979-8-3315-5555-9. doi:10.1109/sbcci66862.2025.11218651.
Mohey, Ahmed M. ; Leslin, Jelin ; Singh, Gaurav ; Kosunen, Marko ; Ryynänen, Jussi ; Andraud, Martin. A 22-nm All-Digital Time-Domain Neural Network Accelerator for Precision In-Sensor Processing. In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, , p. 1-0 (2024). doi:10.1109/tvlsi.2024.3496090 (Accepté/Sous presse).
Periasamy, Karthekeyan ; Leslin, Jelin ; Korsman, Aleksi ; Yao, Lingyun ; Andraud, Martin. AutoPC: An Open-Source Framework for Efficient Probabilistic Reasoning on FPGA Hardware. 2024 22nd IEEE Interregional NEWCAS Conference (NEWCAS) (Sherbrooke, QC, Canada, du 16/6/2024 au 19/6/2024). In: Preceedings 22nd IEEE Interregional NEWCAS Conference (NEWCAS) (Preceedings 22nd IEEE Interregional NEWCAS Conference (NEWCAS)), IEEE : USA, 2024. 979-8-3503-6175-9. doi:10.1109/newcas58973.2024.10666359.
Adam, Kazybek ; Monga, Dipesh ; Numan, Omar ; Singh, Gaurav ; Halonen, Kari ; Andraud, Martin. Evaluating an Analog Main Memory Architecture for All-Analog In-Memory Computing Accelerators. International Conference on AI Circuits and Systems (AICAS).
Yao, Lingyun ; Trapp, Martin ; Leslin, Jelin ; Singh, Gaurav ; Zhang, Peng ; Periasamy, Karthekeyan ; Andraud, Martin. On Hardware-efficient Inference in Probabilistic Circuits. Uncertainity In AI Conference.
Singh, Gaurav ; Numan, Omar ; Monga, Dipesh ; Andraud, Martin ; Halonen, Kari. On-chip Built-In Self-Calibration of Thermal Variations for Mixed-Signal In-Memory Computing. 2024 IEEE European Test Symposium (ETS) (The Hague, Netherlands, du 20/5/2024 au 24/5/2024). doi:10.1109/ets61313.2024.10567960.