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Items where Author is "Kern, Jonathan"

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Number of items: 5.

Article

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. External link

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. External link

Paper

Kern, J., Henwood, S., Torcato Mordido, G. F., Dupraz, E., Aissa-El-Bey, A., Savaria, Y., & Leduc-Primeau, F. (2022, June). MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators [Paper]. IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Intelligent Technology in the Post-Pandemic Era, Incheon, South Korea. External link

Kern, J., Dupraz, E., Aissa-El-Bey, A., & Leduc-Primeau, F. (2021, June). Improving the energy-efficiency of a Kalman filter using unreliable memories [Paper]. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021), Toronto, Ont.. External link

Ph.D. thesis

Kern, J. (2023). Improving the Energy Efficiency for Signal Processing and Machine Learning Algorithms Using Unreliable Memories [Ph.D. thesis, Polytechnique Montréal]. Available

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