SICARD Gilles
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Publications
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Hardware-Aware Bayesian Neural Architecture Search of Quantized CNNsIEEE Embedded Systems Letters2024
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Sensing Images with Event-Based Techniques2024
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From near-sensor to in-sensor : a state-of-the-art review of embedded AI vision systemsSensors2024
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Deep learning depth-intensity reconstruction from compressive TCSPC SPAD-based imaging2023
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TCSPC histogram data modeling2023
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Low-Throughput Event-Based Image Sensors and Processing2023
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BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference2022
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A 2-Stage EM algorithm for online peak detection, an application to TCSPC dataIEEE Transactions on Circuits and Systems II: Express Briefs2022
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A 1Mb mixed-precision quantized encoder for image classification and patch-based compressionIEEE Transactions on Circuits and Systems for Video Technology2022
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Histogram Compressive Sensing using Shuffled Cellular Automata: the TCSPC sensor use case2022
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MOGNET: A mux-residual quantized network leveraging online-generated weights2022
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Histogram-equalized quantization for logic-gated residual neural networks2022
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Parasitic coupling in 3D equential integration: the example of a two-layer 3D pixelTechnologies2022
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Luminance-depth reconstruction from compressed time-of-flight histogramsIEEE Transactions on Computational Imaging2022
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Scalable Pitch-Constrained Neural Processing Unit for 3D Integration with Event-Based Imagers2021
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A hybrid event-based pixel for low-power image Sensing2021
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Inter-tier Coupling Analysis in Back-illuminated Monolithic 3DSI Image Sensor Pixels2021
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Event threshold modulation in dynamic vision spiking imagers for data throughput reduction2020
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Structure of a LIFI dedicated binary pixel array2020
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Récupération des capacités olfactives : quel entrainement après la COVID-19Union Girondine des Vins de Bordeaux2020
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Fast GaN μLED pixel for visible light communication matrix emitter2020
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Performing an olfactory-gustatory test to identify perceptual disorders related to Covid-19IVES Technical Reviews vine and wine2020
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Recovery of olfactory capacities : a special training is possible for wine professionalsRevue Française d'Oenologie2020
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Near sensor decision making via compressed measurements for highly constrained hardware2019
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Hardware-friendly compressive imaging based on random modulations & permutations for image acquisition and classification2019
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Smart imagers modeling and optimization framework for embedded AI applications2019
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Exploring 3D pixel circuits for small pitch and high brightness GaN microdisplays2019
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Exploring hierarchical machine learning for hardware-limited multi-class inference on compressed measurements2019
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An Analog-to-Information VGA image sensor architecture for support vector machine on compressive measurements2019
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Impact of Inter-Tier Coupling on Static and Noise Performance in 3D Sequential Integration Technology2019
