William Guicquero

Orcid: 0000-0001-8925-0441

According to our database1, William Guicquero authored at least 25 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
On Class-Incremental Learning for Fully Binarized Convolutional Neural Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2022
A 1Mb Mixed-Precision Quantized Encoder for Image Classification and Patch-Based Compression.
IEEE Trans. Circuits Syst. Video Technol., 2022

Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms.
IEEE Trans. Computational Imaging, 2022

A 2-Stage EM Algorithm for Online Peak Detection, an Application to TCSPC Data.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

Histogram Compressive Sensing using Shuffled Cellular Automata: the TCSPC sensor use case.
Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022

Histogram-Equalized Quantization for logic-gated Residual Neural Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2020
Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference.
IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020

A 3.0μW@5fps QQVGA Self-Controlled Wake-Up Imager with On-Chip Motion Detection, Auto-Exposure and Object Recognition.
Proceedings of the IEEE Symposium on VLSI Circuits, 2020

Algorithmic Enablers for Compact Neural Network Topology Hardware Design: Review and Trends.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019
Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Incremental Delta Sigma Modulation with Dynamic Weighted Integration.
Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018

A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition.
Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018

2017
Impact of fixed pattern noise on embedded image compression techniques.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016
An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging.
IEEE Trans. Computational Imaging, 2016

2015
A 3T or 4T pixel compatible DR extension technique suitable for 3D-IC imagers: A 800×512 and 5μm pixel pitch 2D demonstrator.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014
On multiple spectral dependent blurring kernels for super-resolution and hyperspectral imaging.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

On adaptive pixel random selection for compressive sensing.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

On compensating unknown pixel behaviors for image sensors with embedded processing.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Multi-capture High Dynamic Range compressive imaging.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

An adaptive compressive sensing with side information.
Proceedings of the 2013 Asilomar Conference on Signals, 2013


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