Martin Andraud
Visiting Professor
Visiting Professor
T411 Dept. Electronics and Nanoeng
Full researcher profile
https://research.aalto.fi/...
Sähköposti
ext-martin.andraud@aalto.fi
Puhelinnumero
+358503227094
Tutkimusryhmät
- Martin Andraud Group
Julkaisut
TRIM: Thermal Auto-Compensation for Resistive In-Memory Computing
Dipesh C. Monga, Gaurav Singh, Omar Numan, Kazybek Adam, Martin Andraud, Kari A. Halonen
2026
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Hardware-efficient tractable probabilistic inference for TinyML Neurosymbolic AI applications
Jelin Leslin, Martin Trapp, Martin Andraud
2025
2025 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2025
Gated Ring Oscillator-Based Time-to-Digital Converter for Event-Triggered Sensing Applications
Ahmed M. Mohey, Marko Kosunen, Jussi Ryynänen, Martin Andraud
2025
2025 IEEE Interregional NEWCAS Conference (NEWCAS)
Low-Power Wide-Range Time-to-Digital Converter for Time-of-Flight Range Finders
Ahmed M. Mohey, Marko Kosunen, Jussi Ryynänen, Martin Andraud
2025
IEEE Access
LogSumExp: Efficient Approximate Logarithm Acceleration for Embedded Tractable Probabilistic Reasoning
Lingyun Yao, Shirui Zhao, Martin Trapp, Jelin Leslin, Marian Verhelst, Martin Andraud
2025
IEEE Transactions on Circuits and Systems I: Regular Papers
Evaluating an Analog Main Memory Architecture for All-Analog In-Memory Computing Accelerators
Kazybek Adam, Dipesh Monga, Omar Numan, Gaurav Singh, Kari Halonen, Martin Andraud
2024
2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings
A 22-nm All-Digital Time-Domain Neural Network Accelerator for Precision In-Sensor Processing
Ahmed M. Mohey, Jelin Leslin, Gaurav Singh, Marko Kosunen, Jussi Ryynänen, Martin Andraud
2024
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
AutoPC: An Open-Source Framework for Efficient Probabilistic Reasoning on FPGA Hardware
Karthekeyan Periasamy, Jelin Leslin, Aleksi Korsman, Lingyun Yao, Martin Andraud
2024
2024 22nd IEEE Interregional NEWCAS Conference, NEWCAS 2024
On-chip Built-In Self-Calibration of Thermal Variations for Mixed-Signal In-Memory Computing
Gaurav Singh, Omar Numan, Dipesh Monga, Martin Andraud, Kari Halonen
2024
Proceedings - 2024 29th IEEE European Test Symposium, ETS 2024
On Hardware-efficient Inference in Probabilistic Circuits
Lingyun Yao, Martin Trapp, Jelin Leslin, Gaurav Singh, Peng Zhang, Karthekeyan Periasamy, Martin Andraud
2024
Proceedings of Machine Learning Research