An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging
Guicquero, William, Dupret, Antoine, Vandergheynst, Pierre
Published in IEEE transactions on computational imaging (01.09.2016)
Published in IEEE transactions on computational imaging (01.09.2016)
Get full text
Journal Article
Towards a configurable and non-hierarchical search space for NAS
Perrin, Mathieu, Guicquero, William, Paille, Bruno, Sicard, Gilles
Published in Neural networks (01.12.2024)
Published in Neural networks (01.12.2024)
Get full text
Journal Article
Algorithmic Enablers for Compact Neural Network Topology Hardware Design: Review and Trends
Guicquero, William, Verdant, Arnaud
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
Get full text
Conference Proceeding
Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference
Benjilali, Wissam, Guicquero, William, Jacques, Laurent, Sicard, Gilles
Published in IEEE transactions on circuits and systems. I, Regular papers (01.04.2020)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.04.2020)
Get full text
Journal Article
Hardware-Aware Bayesian Neural Architecture Search of Quantized CNNs
Perrin, Mathieu, Guicquero, William, Paille, Bruno, Sicard, Gilles
Published in IEEE embedded systems letters (25.07.2024)
Published in IEEE embedded systems letters (25.07.2024)
Get full text
Journal Article
Histogram-Equalized Quantization for logic-gated Residual Neural Networks
Nguyen, Van Thien, Guicquero, William, Sicard, Gilles
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
Get full text
Conference Proceeding
Impact of fixed pattern noise on embedded image compression techniques
Guicquero, William, Alacoque, Laurent
Published in 2017 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2017)
Published in 2017 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2017)
Get full text
Conference Proceeding
On Class-Incremental Learning for Fully Binarized Convolutional Neural Networks
Basso-Bert, Yanis, Guicquero, William, Molnos, Anca, Lemaire, Romain, Dupret, Antoine
Published in 2024 IEEE International Symposium on Circuits and Systems (ISCAS) (19.05.2024)
Published in 2024 IEEE International Symposium on Circuits and Systems (ISCAS) (19.05.2024)
Get full text
Conference Proceeding
Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification
Benjilali, Wissam, Guicquero, William, Jacques, Laurent, Sicard, Gilles
Published in 2019 IEEE International Conference on Image Processing (ICIP) (01.09.2019)
Published in 2019 IEEE International Conference on Image Processing (ICIP) (01.09.2019)
Get full text
Conference Proceeding
Incremental Delta Sigma Modulation with Dynamic Weighted Integration
Guicquero, William, Verdant, Arnaud, Morche, Dominique
Published in 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS) (01.08.2018)
Published in 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS) (01.08.2018)
Get full text
Conference Proceeding
Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements
Benjilali, Wissam, Guicquero, William, Jacques, Laurent, Sicard, Gilles
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
Get full text
Conference Proceeding
An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements
Benjilali, Wissam, Guicquero, William, Jacques, Laurent, Sicard, Gilles
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
Get full text
Conference Proceeding
A 450µW@50fps Wake-Up Module Featuring Auto-Bracketed 3-Scale Log-Corrected Pattern Recognition and Motion Detection in a 1.5Mpix 8T Global Shutter Imager
Verdant, Arnaud, Guicquero, William, Coriat, David, Moritz, Guillaume, Royer, Nicolas, Thuries, Sebastien, Mollard, Anais, Teil, Vincent, Desprez, Yann, Monnot, Gilles, Malinge, Pierre, Paille, Bruno, Caubit, Guillaume, Bourge, Arnaud, Tardif, Laurent, Bigault, Stephanie, Chossat, Jerome
Published in 2024 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) (16.06.2024)
Published in 2024 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) (16.06.2024)
Get full text
Conference Proceeding