Karthekeyan Periasamy
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T411 Dept. Electronics and Nanoeng
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https://research.aalto.fi/...
Publications
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 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
Logarithm-Approximate Floating-Point Multiplier for Hardware-efficient Inference in Probabilistic Circuits
Lingyun Yao, Martin Trapp, Karthekeyan Periasamy, Jelin Leslin, Gaurav Singh, Martin Andraud
2023
A Hardware Perspective to Evaluating Probabilistic Circuits
Jelin Leslin, Antti Hyttinen, Karthekeyan Periasamy, Lingyun Yao, Martin Trapp, Martin Andraud
2022
Proceedings of Machine Learning Research