MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights. - Van Thien Nguyen 001; William Guicquero; Gilles Sicard (AICAS, 2022)

Histogram-Equalized Quantization for logic-gated Residual Neural Networks. - Van Thien Nguyen 001; William Guicquero; Gilles Sicard (ISCAS, 2022)

BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference. - Van Thien Nguyen 001; William Guicquero; Gilles Sicard (SiPS, 2022)

Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms. - Valentin Poisson; Van Thien Nguyen 001; William Guicquero; Gilles Sicard (IEEE Trans. Computational Imaging, 2022)

A 1Mb Mixed-Precision Quantized Encoder for Image Classification and Patch-Based Compression. - Van Thien Nguyen 001; William Guicquero; Gilles Sicard (IEEE Trans. Circuits Syst. Video Technol., 2022)

End-to-end fully-binarized network design: from Generic Learned Thermometer to Block Pruning. - Thien Nguyen 008; William Guicquero (AICAS, 2025)

SmartNMC: A 1Mb-200µW-20fps near-imager spatio-temporal inference hardware module. - William Guicquero; Nicolas Pelletier; Van Thien Nguyen 001; Jean-Philippe Noël; Manuel Pezzin; Marjorie Gary; Sylvain Choisnet (ISCAS, 2025)