2 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers
Learning High-Dimensional Parity Functions with Product Networks using Gradient Descent
Guillaume Larue, Louis-Adrien Dufrène, Quentin Lampin +2
Parity functions are fundamental Boolean operations with critical applications across machine learning, cryptography, and error correction. Yet, learning high-dimensional parity fu…
Pulse Shaping to Mitigate the Impact of Device Imperfections in Field-Free Switching Using Combined Spin-Orbit and Spin-Transfer Torques
Kuldeep Ray, Jérémie Vigier, Sylvain Martin +4
Combining spin-orbit (SOT) and spin-transfer torques (STT) provides a practical approach for field-free switching in spin-orbit torque magnetic random-access memory (SOT-MRAM), a p…
Learning Linear Block Codes with Gradient Quantization
Louis-Adrien Dufrène, Quentin Lampin, Guillaume Larue
This study investigates the problem of learning linear block codes optimized for Belief-Propagation decoders significantly improving performance compared to the state-of-the-art. O…