Jonathan Kern

According to our database, Jonathan Kern authored at least 6 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fast and Accurate Output Error Estimation for Memristor-Based Deep Neural Networks.

Jonathan Kern, Sébastien Henwood, Gonçalo Mordido, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Yvon Savaria, François Leduc-Primeau

IEEE Trans. Signal Process., 2024

2023

Improving the energy efficiency of signal processing and machine learning algorithms using unreliable memories. (Amélioration de l'efficacité énergétique d'algorithmes de traitement de signal et d'apprentissage automatique à l'aide de mémoires non fiables).

Jonathan Kern

PhD thesis, 2023

2022

Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering.

Jonathan Kern, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Lav R. Varshney, François Leduc-Primeau

Sensors, 2022

MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators.

Jonathan Kern, Sébastien Henwood, Gonçalo Mordido, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Yvon Savaria, François Leduc-Primeau

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Improving the Energy-Efficiency of a Kalman Filter Using Unreliable Memories.

Jonathan Kern, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, François Leduc-Primeau

Proceedings of the IEEE International Conference on Acoustics, 2021

2018

Internet of Wine: A Low-cost Solution for Stock Management Improvement.

Mathieu Acchiardi, Jonathan Kern, Guillaume Ferré

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018