| VLSI implementation of deep neural network using integral stochastic computing A Ardakani, F Leduc-Primeau, N Onizawa, T Hanyu, WJ Gross IEEE Transactions on Very Large Scale Integration (VLSI) Systems 25 (10 …, 2017 | 327 | 2017 |
| Unsupervised deep learning for massive MIMO hybrid beamforming H Hojatian, J Nadal, JF Frigon, F Leduc-Primeau IEEE Transactions on Wireless Communications 20 (11), 7086-7099, 2021 | 119 | 2021 |
| Method and system for decoding W GROSS, S Hemati, S Mannor, A Naderi, F Leduc-Primeau US Patent 8,677,227, 2014 | 55 | 2014 |
| Decentralized beamforming for cell-free massive MIMO with unsupervised learning H Hojatian, J Nadal, JF Frigon, F Leduc-Primeau IEEE Communications Letters 26 (5), 1042-1046, 2022 | 48 | 2022 |
| Faulty Gallager-B decoding with optimal message repetition F Leduc-Primeau, WJ Gross 2012 50th Annual Allerton Conference on Communication, Control, and …, 2012 | 44 | 2012 |
| Method and system for decoding W GROSS, F Leduc-Primeau, S Hemati, S Mannor US Patent 8,898,537, 2014 | 43 | 2014 |
| Dithered belief propagation decoding F Leduc-Primeau, S Hemati, S Mannor, WJ Gross IEEE Transactions on Communications 60 (8), 2042-2047, 2012 | 40 | 2012 |
| Training modern deep neural networks for memory-fault robustness GB Hacene, F Leduc-Primeau, AB Soussia, V Gripon, F Gagnon 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 37 | 2019 |
| A relaxed min-sum LDPC decoder with simplified check nodes S Hemati, F Leduc-Primeau, WJ Gross IEEE Communications Letters 20 (3), 422-425, 2016 | 29 | 2016 |
| A relaxed half-stochastic iterative decoder for LDPC codes F Leduc-Primeau, S Hemati, WJ Gross, S Mannor GLOBECOM 2009-2009 IEEE Global Telecommunications Conference, 1-6, 2009 | 26 | 2009 |
| Hardware implementation of FIR/IIR digital filters using integral stochastic computation A Ardakani, F Leduc-Primeau, WJ Gross 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 25 | 2016 |
| A study of deep learning robustness against computation failures JC Vialatte, F Leduc-Primeau arXiv preprint arXiv:1704.05396, 2017 | 23 | 2017 |
| Modeling and energy optimization of LDPC decoder circuits with timing violations F Leduc-Primeau, FR Kschischang, WJ Gross IEEE Transactions on Communications 66 (3), 932-946, 2018 | 22 | 2018 |
| Quark: An integer RISC-V vector processor for sub-byte quantized DNN inference MH AskariHemmat, T Dupuis, Y Fournier, N El Zarif, M Cavalcante, ... 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | 19 | 2023 |
| Overlap-save FBMC receivers J Nadal, F Leduc-Primeau, CA Nour, A Baghdadi IEEE Transactions on Wireless Communications 19 (8), 5307-5320, 2020 | 19 | 2020 |
| Learning energy-efficient transmitter configurations for massive MIMO beamforming H Hojatian, Z Mlika, J Nadal, JF Frigon, F Leduc-Primeau IEEE Transactions on Machine Learning in Communications and Networking 2 …, 2024 | 17 | 2024 |
| A novel benchmark for few-shot semantic segmentation in the era of foundation models R Bensaid, V Gripon, F Leduc-Primeau, L Mauch, GB Hacene, ... arXiv preprint arXiv:2401.11311, 2024 | 17 | 2024 |
| Flexible unsupervised learning for massive MIMO subarray hybrid beamforming H Hojatian, J Nadal, JF Frigon, F Leduc–Primeau GLOBECOM 2022-2022 IEEE Global Communications Conference, 3833-3838, 2022 | 16 | 2022 |
| RSSI-based hybrid beamforming design with deep learning H Hojatian, VN Ha, J Nadal, JF Frigon, F Leduc-Primeau ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 16 | 2020 |
| Relaxed half-stochastic belief propagation F Leduc-Primeau, S Hemati, S Mannor, WJ Gross IEEE transactions on communications 61 (5), 1648-1659, 2013 | 16 | 2013 |
Saied HematiAssociate Professor, Electrical Engineering Department, Linköping UniversityVerified email at liu.se
