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Gilles Sicard
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Publications
- 2025
- [j17]Mathieu Perrin
, William Guicquero
, Bruno Paille, Gilles Sicard:
Hardware-Aware Bayesian Neural Architecture Search of Quantized CNNs. IEEE Embed. Syst. Lett. 17(1): 42-45 (2025) - [i4]Van Thien Nguyen, William Guicquero, Gilles Sicard:
Histogram-Equalized Quantization for logic-gated Residual Neural Networks. CoRR abs/2501.04517 (2025) - [i3]Van Thien Nguyen, William Guicquero, Gilles Sicard:
A 1Mb mixed-precision quantized encoder for image classification and patch-based compression. CoRR abs/2501.05097 (2025) - [i2]Van Thien Nguyen, William Guicquero, Gilles Sicard:
MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights. CoRR abs/2501.09531 (2025) - [i1]Van Thien Nguyen, William Guicquero, Gilles Sicard:
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference. CoRR abs/2501.14495 (2025) - 2024
- [j16]Mathieu Perrin
, William Guicquero
, Bruno Paille, Gilles Sicard:
Towards a configurable and non-hierarchical search space for NAS. Neural Networks 180: 106700 (2024) - 2022
- [j14]Valentin Poisson
, William Guicquero
, David Coriat, Gilles Sicard:
A 2-Stage EM Algorithm for Online Peak Detection, an Application to TCSPC Data. IEEE Trans. Circuits Syst. II Express Briefs 69(9): 3625-3629 (2022) - [j13]Valentin Poisson
, Van Thien Nguyen
, William Guicquero
, Gilles Sicard:
Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms. IEEE Trans. Computational Imaging 8: 148-161 (2022) - [j12]Van Thien Nguyen
, William Guicquero
, Gilles Sicard:
A 1Mb Mixed-Precision Quantized Encoder for Image Classification and Patch-Based Compression. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5581-5594 (2022) - [c66]Van Thien Nguyen
, William Guicquero, Gilles Sicard:
MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights. AICAS 2022: 90-93 - [c65]Van Thien Nguyen, William Guicquero, Gilles Sicard:
Histogram-Equalized Quantization for logic-gated Residual Neural Networks. ISCAS 2022: 1289-1293 - [c64]Valentin Poisson, William Guicquero, David Coriat, Gilles Sicard:
Histogram Compressive Sensing using Shuffled Cellular Automata: the TCSPC sensor use case. NEWCAS 2022: 124-128 - [c63]Van Thien Nguyen
, William Guicquero, Gilles Sicard:
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference. SiPS 2022: 1-6 - 2020
- [j11]Wissam Benjilali
, William Guicquero
, Laurent Jacques
, Gilles Sicard:
Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 67-I(4): 1218-1231 (2020) - 2019
- [c53]Wissam Benjilali, William Guicquero
, Laurent Jacques, Gilles Sicard:
Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware. ACSSC 2019: 665-669 - [c51]Wissam Benjilali, William Guicquero
, Laurent Jacques, Gilles Sicard:
Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification. ICIP 2019: 2085-2089 - [c50]Wissam Benjilali, William Guicquero
, Laurent Jacques, Gilles Sicard:
An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements. ISCAS 2019: 1-5 - [c49]Wissam Benjilali, William Guicquero
, Laurent Jacques, Gilles Sicard:
Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements. ISCAS 2019: 1-5 - 2018
- [c44]Wissam Benjilali, William Guicquero
, Laurent Jacques, Gilles Sicard:
A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition. MWSCAS 2018: 881-884

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