Kern, J., Henwood, S., Torcato Mordido, G. F., Dupraz, E., Aissa-El-Bey, A., Savaria, Y., & Leduc-Primeau, F. (2024). Fast and Accurate Output Error Estimation for Memristor-Based Deep Neural Networks. IEEE Transactions on Signal Processing, 72, 1205-1218.
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Leduc-Primeau, François
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Leduc-Primeau, François
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Article de revue (21)
Communication de conférence (36)
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Chapitre de livre (2)
Brevet (2)
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Thèse (2)
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François Leduc-Primeau (63)
- Articles de revue (21)
- 2024
Article de revue Article de revue El‐Sayegh, B., Dumoulin, C., Leduc-Primeau, F., & Sawan, M. (2024). Improving pelvic floor muscle training with AI: a novel quality assessment system for pelvic floor dysfunction. Sensors, 24(21), 6937 (23 pages).
Article de revue Hojatian, H., Mlika, Z., Nadal, J., Frigon, J.-F., & Leduc-Primeau, F. (2024). Learning energy-efficient transmitter configurations for massive MIMO beamforming. IEEE Transactions on Machine Learning in Communications and Networking, 2, 939-955.
- 2023
Article de revue Dupraz, E., Leduc-Primeau, F., Cai, K., & Dolecek, L. (2023). Turning to Information Theory to Bring In-Memory Computing Into Practice. IEEE BITS the Information Theory Magazine, 13 pages.
- 2022
Article de revue Hojatian, H., Nadal, J., Frigon, J.-F., & Leduc-Primeau, F. (2022). Decentralized Beamforming for Cell-Free Massive MIMO with Unsupervised Learning. IEEE Communications Letters, 26(5), 1042-1046.Article de revue Kern, J., Dupraz, E., Aissa-El-bey, A., Varshney, L. R., & Leduc-Primeau, F. (2022). Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering. Sensors, 22(3), 20 pages.Article de revue El-Sayegh, B., Dumoulin, C., Ali, M., Assaf, H., De Jong, J., Sawan, M., & Leduc-Primeau, F. (2022). Portable Dynamometer-Based Measurement of Pelvic Floor Muscle Force. IEEE Journal of Translational Engineering in Health and Medicine, 11, 44-53.Article de revue El-Sayegh, B., Cacciari, L. P., Leduc-Primeau, F., Sawan, M., & Dumoulin, C. (2022). The state of pelvic floor muscle dynamometry: A scoping review [Commentaire ou lettre]. Neurourology and Urodynamics, 42(2), 478-499.
- 2021
Article de revue Zarif, N. E., Montazeri, L., Leduc-Primeau, F., & Sawan, M. (2021). Mobile-Optimized Facial Expression Recognition Techniques. IEEE Access, 9, 101172-101185.Article de revue Dupraz, E., & Leduc-Primeau, F. (2021). Noisy density evolution with asymmetric deviation models. IEEE Transactions on Communications, 69(3), 1403-1416.Article de revue Hojatian, H., Nadal, J., Frigon, J.-F., & Leduc-Primeau, F. (2021). Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming. IEEE Transactions on Wireless Communications, 20(11), 7086-7099.
- 2020
Article de revue Yaoumi, M., Dupraz, E., Leduc-Primeau, F., & Guilloud, F. (2020). Energy optimization of quantized min-sum decoders for protograph-based LDPC codes. [Annales des Telecommunications].Article de revue Nadal, J., Leduc-Primeau, F., Nour, C. A., & Baghdadi, A. (2020). Overlap-Save FBMC Receivers. IEEE Transactions on Wireless Communications, 19(8), 5307-5320.
- 2018
Article de revue Condo, C., Giard, P., Leduc-Primeau, F., Sarkis, G., & Gross, W. J. (2018). A 9.52 dB NCG FEC Scheme and 162 b/Cycle Low-Complexity Product Decoder Architecture. IEEE Transactions on Circuits and Systems I: Regular Papers, 65(4), 1420-1431.Article de revue Leduc-Primeau, F., Kschischang, F. R., & Gross, W. J. (2018). Modeling and Energy Optimization of LDPC Decoder Circuits With Timing Violations. IEEE Transactions on Communications, 66(3), 932-946.
- 2017
Article de revue Ardakani, A., Leduc-Primeau, F., Onizawa, N., Hanyu, T., & Gross, W. J. (2017). VLSI Implementation of Deep Neural Network Using Integral Stochastic Computing. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 25(10), 2688-2699.
- 2016
Article de revue Boga, K., Leduc-Primeau, F., Onizawa, N., Matsumiya, K., Hanyu, T., & Gross, W. J. (2016). A Generalized Stochastic Implementation of the Disparity Energy Model for Depth Perception. Journal of Signal Processing Systems, 90(5), 709-725.Article de revue Hemati, S., Leduc-Primeau, F., & Gross, W. J. (2016). A Relaxed Min-Sum LDPC Decoder With Simplified Check Nodes. IEEE Communications Letters, 20(3), 422-425.Article de revue Leduc-Primeau, F., Gripon, V., Rabbat, M. G., & Gross, W. J. (2016). Fault-Tolerant Associative Memories Based on c-Partite Graphs. IEEE Transactions on Signal Processing, 64(4), 829-841.
- 2013
Article de revue Leduc-Primeau, F., Hemati, S., Mannor, S., & Gross, W. J. (2013). Relaxed Half-Stochastic Belief Propagation. IEEE Transactions on Communications, 61(5), 1648-1659.
- 2012
Article de revue Leduc-Primeau, F., Hemati, S., Mannor, S., & Gross, W. J. (2012). Dithered Belief Propagation Decoding. IEEE Transactions on Communications, 60(8), 2042-2047.
- 2024
- Communications de conférence (36)
- 2024
Communication de conférence Rohman, S. T., & Leduc-Primeau, F. (novembre 2024). Fast Energy Optimization of On-Chip ECC Memories [Communication écrite]. IEEE Workshop on Signal Processing Systems (SiPS 2024), Cambridge, MA, USA.Communication de conférence Henwood, S., Savaria, Y., & Leduc-Primeau, F. (novembre 2024). MemNAS: Super-net Neural Architecture Search for Memristor-based DNN Accelerators [Communication écrite]. IEEE Workshop on Signal Processing Systems (SiPS 2024), Cambridge, MA, USA (6 pages).Communication de conférence Humblet, E., Dupuis, T., Fournier, Y., Askari Hemmat, M., Leduc-Primeau, F., David, J. P., & Savaria, Y. (août 2024). MSPARQ: A RISC-V Vector Processor Array Optimized for Low-Resolution Neural Networks [Communication écrite]. IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS 2024), Springfield, MA, USA.Communication de conférence Mlika, Z., Do, T. N., Larabi, A., Vo, J. D., Frigon, J.-F., & Leduc-Primeau, F. (octobre 2024). Online energy-efficient beam bandwidth partitioning in mmwave mobile networks [Communication écrite]. IEEE 100th Vehicular Technology Conference (VTC2024-Fall), Washington, DC, USA (6 pages).Communication de conférence Karkan, A. H., Hojatian, H., Frigon, J.-F., & Leduc-Primeau, F. (mai 2024). SAGE-HB: Swift Adaptation and Generalization in Massive MIMO Hybrid Beamforming [Communication écrite]. 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN 2024), Stockhom, Sweden.Communication de conférence Zhang, Y., Savaria, Y., Sawan, M., & Leduc-Primeau, F. (juin 2024). S³ 1DCNN: A Compact Stacked Spectral-Spatial Attention 1DCNN for Seizure Prediction with Wearables [Communication écrite]. 22nd IEEE Interregional NEWCAS Conference (NEWCAS 2024), Sherbrooke, QC, Canada.
- 2023
Communication de conférence Nadal, J., Yaoumi, M., Dupraz, E., Guilloud, F., & Leduc-Primeau, F. (septembre 2023). Energy Optimization of Faulty Quantized Min-Sum LDPC Decoders [Communication écrite]. 12th International Symposium on Topics in Coding (ISTC 2023), Brest, France (5 pages).Communication de conférence Brown, S., Nadal, J., & Leduc-Primeau, F. (septembre 2023). Low-Activity Gallager-B LDPC Decoding [Communication écrite]. 12th International Symposium on Topics in Coding (ISTC 2023), Brest, France (5 pages).Communication de conférence Askari Hemmat, M., Dupuis, T., Fournier, Y., El Zarif, N., Cavalcante, M., Perotti, M., Gurkaynak, F., Benini, L., Leduc-Primeau, F., Savaria, Y., & David, J. P. Quark: an integer RISC-V vector processor for sub-byte quantized DNN inference [Communication écrite]. 2023 IEEE International Symposium on Circuits and Systems (ISCAS 2023), Monterey, CA, USA (5 pages).Communication de conférence Dupuis, T., Fournier, Y., Askari Hemmat, M., El Zarif, N., Leduc-Primeau, F., David, J. P., & Savaria, Y. (juin 2023). Sparq: A Custom RISC-V Vector Processor for Efficient Sub-Byte Quantized Inference [Communication écrite]. 21st IEEE Interregional NEWCAS Conference (NEWCAS 2023), Edinburgh, United Kingdom (5 pages).
- 2022
Communication de conférence Hojatian, H., Nadal, J., Frigon, J.-F., & Leduc-Primeau, F. (décembre 2022). Flexible Unsupervised Learning for Massive MIMO Subarray Hybrid Beamforming [Communication écrite]. IEEE Global Communications Conference (GLOBECOM 2022), Rio de Janeiro, Brazil.Communication de conférence Kern, J., Henwood, S., Torcato Mordido, G. F., Dupraz, E., Aissa-El-Bey, A., Savaria, Y., & Leduc-Primeau, F. (juin 2022). MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators [Communication écrite]. IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Intelligent Technology in the Post-Pandemic Era, Incheon, South Korea.Communication de conférence Dermont, D. B., Nadal, J., & Leduc-Primeau, F. (juin 2022). Single-Minimum LDPC Decoding Offset Optimization Methods [Communication écrite]. 17th Canadian Workshop on Information Theory (CWIT 2022), Ottawa, ON, Canada.Communication de conférence Zhang, Y., Savaria, Y., Zhao, S., Torcato Mordido, G. F., Sawan, M., & Leduc-Primeau, F. (juillet 2022). Tiny CNN for Seizure Prediction in Wearable Biomedical Devices [Communication écrite]. 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2022), Glasgow, United Kingdom.
- 2021
Communication de conférence Kern, J., Dupraz, E., Aissa-El-Bey, A., & Leduc-Primeau, F. (juin 2021). Improving the energy-efficiency of a Kalman filter using unreliable memories [Communication écrite]. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021), Toronto, Ont..Communication de conférence Dupraz, E., Varshney, L. R., & Leduc-Primeau, F. (octobre 2021). Power-Efficient Deep Neural Networks with Noisy Memristor Implementation [Communication écrite]. IEEE Information Theory Workshop (ITW 2021), Kanazawa, Japan (5 pages).Communication de conférence Nadal, J., Brown, S., Dupraz, E., & Leduc-Primeau, F. (août 2021). Towards an Accurate High-Level Energy Model for LDPC Decoders [Communication écrite]. 11th International Symposium on Topics in Coding (ISTC 2021), Montréal, QC, Canada (6 pages).
- 2020
Communication de conférence Nadal, J., Fiorentino, M., Dupraz, E., & Leduc-Primeau, F. (juin 2020). A Deeply Pipelined, Highly Parallel and Flexible LDPC Decoder [Communication écrite]. 18th IEEE International New Circuits and Systems Conference (NEWCAS 2020), Montréal, QC, Canada.Communication de conférence Henwood, S., Leduc-Primeau, F., & Savaria, Y. (août 2020). Layerwise noise maximisation to train low-energy deep neural networks [Communication écrite]. 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2020), Genova, Italy.Communication de conférence Hojatian, H., Ha, V. N., Nadal, J., Frigon, J.-F., & Leduc-Primeau, F. (juin 2020). RSSI-Based Hybrid Beamforming Design with Deep Learning [Communication écrite]. IEEE International Conference on Communications (ICC 2020), Dublin, Ireland (6 pages).
- 2019
Communication de conférence Yaoumi, M., Leduc-Primeau, F., Dupraz, E., & Guilloud, F. (août 2019). Optimization of protograph LDPC codes based on high-level energy models [Communication écrite]. 16th International Symposium on Wireless Communication Systems, (ISWCS 2019), Oulu, Finland.Communication de conférence Hacene, G. B., Leduc-Primeau, F., Soussia, A. B., Gripon, V., & Gagnon, F. (mai 2019). Training modern deep neural networks for memory-fault robustness [Communication écrite]. IEEE International Symposium on Circuits and Systems (ISCAS 2019), Sapporo, Japan (5 pages).
- 2018
Communication de conférence Nadal, J., Leduc-Primeau, F., Nour, C. A., & Baghdadi, A. (mai 2018). A Block FBMC Receiver Designed for Short Filters [Communication écrite]. IEEE International Conference on Communications (ICC 2018), Kansas City, MO, USA (6 pages).Communication de conférence Dupraz, E., Leduc-Primeau, F., & Gagnon, F. (décembre 2018). Low-Latency LDPC Decoding Achieved by Code and Architecture Co-Design [Communication écrite]. International Symposium on Turbo Codes & Iterative Information Processing (ISTC 2018), Hong Kong, Chine.
- 2017
Communication de conférence Vialatte, J.-C., & Leduc-Primeau, F. (février 2017). A Study of Deep Learning Robustness Against Computation Failures [Communication écrite]. 9th International Conference on Advanced Cognitive Technologies and Applications, Athens, Greece.
- 2016
Communication de conférence Leduc-Primeau, F., & Gross, W. J. (septembre 2016). Finite-length quasi-synchronous LDPC decoders [Communication écrite]. 9th International Symposium on Turbo Codes and Iterative Information Processing (ISTC 2016), Brest, France.Communication de conférence Ardakani, A., Leduc-Primeau, F., & Gross, W. J. (mars 2016). Hardware implementation of FIR/IIR digital filters using integral stochastic computation [Communication écrite]. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China.Communication de conférence Condo, C., Leduc-Primeau, F., Sarkis, G., Giard, P., & Gross, W. J. (décembre 2016). Stall pattern avoidance in polynomial product codes [Communication écrite]. IEEE Global Conference on Signal and Information Processing (GlobalSIP 2016), Washington, D.C..Communication de conférence Ardakani, A., Leduc-Primeau, F., Onizawa, N., Hanyu, T., & Gross, W. J. (septembre 2016). VLSI implementation of deep neural networks using integral stochastic computing [Communication écrite]. 9th International Symposium on Turbo Codes and Iterative Information Processing (ISTC 2016), Brest, France.
- 2015
Communication de conférence Leduc-Primeau, F., Kschischang, F. R., & Gross, W. J. (juin 2015). Energy optimization of LDPC decoder circuits with timing violations [Communication écrite]. IEEE International Conference on Communications (ICC 2015), London, UK.Communication de conférence Boga, K., Onizawa, N., Leduc-Primeau, F., Matsumiya, K., Hanyu, T., & Gross, W. J. (octobre 2015). Stochastic implementation of the disparity energy model for depth perception [Communication écrite]. IEEE Workshop on Signal Processing Systems (SiPS 2015), Hangzhou, China (6 pages).
- 2014
Communication de conférence Leduc-Primeau, F., Gripon, V., Rabbat, M. G., & Gross, W. J. (mai 2014). Cluster-based associative memories built from unreliable storage [Communication écrite]. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Florence, Italy.
- 2012
Communication de conférence Leduc-Primeau, F., & Gross, W. J. (octobre 2012). Faulty Gallager-B decoding with optimal message repetition [Communication écrite]. 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton 2012), Monticello, IL.Communication de conférence Leduc-Primeau, F., Raymond, A. J., Giard, P., Cushon, K., Thibeault, C., & Gross, W. J. (octobre 2012). High-throughput LDPC decoding using the RHS algorithm [Communication écrite]. Conference on Design and Architectures for Signal and Image Processing, Karlsruhe, Germany (6 pages).
- 2010
Communication de conférence Leduc-Primeau, F., Hemati, S., Mannor, S., & Gross, W. J. (décembre 2010). Lowering Error Floors Using Dithered Belief Propagation [Communication écrite]. IEEE Global Telecommunications Conference (GLOBECOM 2010), Miami, FL.
- 2009
Communication de conférence Leduc-Primeau, F., Hemati, S., Gross, W. J., & Mannor, S. (novembre 2009). A Relaxed Half-Stochastic Iterative Decoder for LDPC Codes [Communication écrite]. IEEE Global Telecommunications Conference (GLOBECOM 2009), Honolulu, HI (6 pages).
- 2024
- Chapitres de livre (2)
- 2019
Chapitre de livre Leduc-Primeau, F., Hemati, S., Gaudet, V. C., & Gross, W. J. (2019). Stochastic Decoding of Error-Correcting Codes. Dans Gross, W. J., & Gaudet, V. C. (édit.), Stochastic Computing: Techniques and Applications (p. 201-215).
- 2015
Chapitre de livre Leduc-Primeau, F., Gaudet, V. C., & Gross, W. J. (2015). Stochastic Decoders for LDPC Codes. Dans Chavet, C., & Coussy, P. (édit.), Advanced Hardware Design for Error Correcting Codes (p. 105-128).
- 2019
- Brevets (2)
- 2014
Brevet Gross, W. J., Leduc-Primeau, F., Hemati, S., & Mannor, S. (2014). Method and system for decoding. (Brevet no US8898537).Brevet Gross, W. J., Hemati, S., Mannor, S., Naderi, A., & Leduc-Primeau, F. (2014). Method and system for decoding. (Brevet no US8677227).
- 2014
- Thèses (2)
- 2016
Thèse Leduc-Primeau, F. (2016). Designing energy-efficient systems by exploiting error-correction codes [Thèse de doctorat, McGill University].
- 2010
Thèse Leduc-Primeau, F. (2010). A relaxed half-stochastic decoding algorithm for LDPC codes [Mémoire de maîtrise, McGill University].
- 2016
