139 citations · 145 across the 5 of their papers we have counts for
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cs.LG2023
Compression of Recurrent Neural Networks using Matrix Factorization
Lucas Maison, Hélion du Mas des Bourboux, Thomas Courtat
Compressing neural networks is a key step when deploying models for real-time or embedded applications. Factorizing the model's matrices using low-rank approximations is a promisin…
cs.LG2020★ 6 cited
A light neural network for modulation detection under impairments
Thomas Courtat, Hélion du Mas des Bourboux
We present a neural network architecture able to efficiently detect modulation scheme in a portion of I/Q signals. This network is lighter by up to two orders of magnitude than oth…