Surround the Nonlinearity: Inserting Foldable Convolutional Autoencoders to Reduce Activation Footprint
Baptiste Rossigneux
,
Inna Kucher
,
Vincent Lorrain
,
Emmanuel Casseau
Communication dans un congrès
hal-04400777v1
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EVPS: An Automotive Video Acquisition and Processing Platform
Christophe Flouzat
,
Erwan Piriou
,
Mickael Guibert
,
Bojan Jovanovic
,
Mohamad Oussayran
Article dans une revue
hal-04465201v1
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Memory Efficient Invertible Neural Networks for Class-Incremental Learning
Guillaume Hocquet
,
Olivier Bichler
,
Damien Querlioz
Article dans une revue
hal-04465212v1
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Improving normalizing flows with the approximate mass for out-of-distribution detection
Samy Chali
,
Inna Kucher
,
Marc Duranton
,
Jacques-Olivier Klein
CVPRW 2023 - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops , IEEE, Jun 2023, Vancouver, Canada. pp.750-758,
⟨10.1109/CVPRW59228.2023.00082⟩
Communication dans un congrès
cea-04191592v1
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SamurAI: a 1.7MOPS-36GOPS Adaptive Versatile IoT Node with 15,000x Peak-to-Idle Power Reduction, 207ns Wake-up Time and 1.3TOPS/W ML Efficiency
Ivan Miro-Panades
,
Benoit Tain
,
Jean-Frédéric Christmann
,
David Coriat
,
Romain Lemaire
,
et al.
Communication dans un congrès
hal-03022034v1
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Advanced 3D technologies and architectures for 3D Smart Image Sensors
Pascal Vivet
,
Gilles Sicard
,
Laurent Millet
,
Stephane Chevobbe
,
Karim Ben Chehida
,
et al.
DATE 2019 - Design, Automation & Test in Europe Conference & Exhibition (DATE) , Mar 2019, Florence, France. pp.674-679,
⟨10.23919/DATE.2019.8714886⟩
Communication dans un congrès
cea-04552862v1
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Generating Efficient FPGA-based CNN Accelerators from High-Level Descriptions
Nermine Ali
,
Jean-Marc Philippe
,
Benoit Tain
,
Philippe Coussy
Article dans une revue
cea-03760568v1
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End-to-end implementation of a convolutional neural network on a 3D-integrated image sensor with macropixel array
Maria Lepecq
,
Thomas Dalgaty
,
William Fabre
,
Stéphane Chevobbe
Article dans une revue
cea-03983243v2
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SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes
Johannes Christian Thiele
,
Olivier Bichler
,
Antoine Dupret
Article dans une revue
hal-04465173v1
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Generating Efficient FPGA-based CNN Accelerators from High-Level Descriptions
Nermine Ali
,
Jean-Marc Philippe
,
Benoit Tain
,
Philippe Coussy
Article dans une revue
cea-03760532v1
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Modular and Open Platform for Future Automotive Computing Environment
Etienne Hamelin
,
Raphaël David
,
Paul Dubrulle
,
Shuai Li
,
Philippe Doré
,
et al.
Chapitre d'ouvrage
hal-04483317v1
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Disentangled Loss for Low-Bit Quantization-Aware Training
Thibault Allenet
,
David Briand
,
Olivier Bichler
,
Olivier Sentieys
CVPR 2022 - IEEE / CVF Computer Vision and Pattern Recognition Conference , Jun 2022, New Orleans, United States. pp.2788-2792,
⟨10.1109/CVPRW56347.2022.00315⟩
Communication dans un congrès
cea-03776535v1
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A comprehensive study of transfer learning under constraints
Tom Pegeot
,
Inna Kucher
,
Adrian Popescu
,
Bertrand Delezoide
Communication dans un congrès
cea-04463322v1
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Multiple Soft Defect Signature Magnification in Electrical Cables With Binary Time-Domain Reflectometry
Fabrice Auzanneau
Article dans une revue
hal-04465162v1
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OvA-INN: Continual Learning with Invertible Neural Networks
Guillaume Hocquet
,
Olivier Bichler
,
Damien Querlioz
Article dans une revue
hal-04465205v1
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From the radiance reflected by a scene to a digital picture : a compact model based simulator for image sensor design
Alix De Gouvello
,
Laurent Soulier
,
Antoine Dupret
Article dans une revue
cea-04465137v1
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Efficient deep learning approach for fault detection in the semiconductor industry
Liliana Lilibeth Andrade Porras
,
Thomas Baumela
,
Frédéric Pétrot
,
D. Briand
,
Olivier Bichler
,
et al.
ADTC 2021 - European Nanoelectronics Applications Design & Technology Conference , Jun 2021, Grenoble, France
Communication dans un congrès
hal-03421323v1
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A Stream Hardware Architecture for Keypoint Matching Based on a Speculative Approach
Maria Lepecq
,
Mehdi Darouich
Article dans une revue
hal-04465181v1
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The DeepHealth HPC Infrastructure
Eduardo Quiñones
,
Jesus Perales
,
Jorge Ejarque
,
Asaf Badouh
,
Santiago Marco
,
et al.
Chapitre d'ouvrage
hal-04446297v1
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Efficient Inference Of Image-Based Neural Network Models In Reconfigurable Systems With Pruning And Quantization
Jose Flich
,
Laura Medina
,
Izan Catalan
,
Carles Hernandez
,
Andrea Bragagnolo
,
et al.
Article dans une revue
hal-04465250v1
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Image quantization towards data reduction: robustness analysis for SLAM methods on embedded platforms
Quentin Picard
,
Stephane Chevobbe
,
Mehdi Darouich
,
Jean-Yves Didier
Communication dans un congrès
cea-03858795v1
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Work-in-Progress: Smart data reduction in SLAM methods for embedded systems
Quentin Picard
,
Stephane Chevobbe
,
Mehdi Darouich
,
Zoe Mandelli
,
Mathieu Carrier
,
et al.
CASES 2022 - International Conferenceon Compilers, Architectures, and Synthesis for Embedded Systems , Oct 2022, Shanghai (virtual event), China.
IEEE , pp.23-24, 2022, 2022 International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES).
⟨10.1109/CASES55004.2022.00018⟩
Poster de conférence
cea-03858796v1
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Event-Based, Timescale Invariant Unsupervised Online Deep Learning With STDP
Johannes Thiele
,
Olivier Bichler
,
Antoine Dupret
Article dans une revue
cea-04138014v1
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Natural Amplification of Soft Defects Signatures in Cables Using Binary Time Domain Reflectometry
Fabrice Auzanneau
Article dans une revue
hal-04465220v1
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Lattice Quantization
Clément Metz
,
Thibault Allenet
,
Johannes Thiele
,
Antoine Dupret
,
Olivier Bichler
Article dans une revue
hal-04465259v1
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SamurAI: A Versatile IoT Node With Event-Driven Wake-Up and Embedded ML Acceleration
Ivan Miro-Panades
,
Benoit Tain
,
Jean-Frederic Christmann
,
David Coriat
,
Romain Lemaire
,
et al.
Article dans une revue
hal-04061172v1
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SLIM-Net: Rethinking how neural networks use systolic arrays
Thomas Dalgaty
,
Maria Lepecq
Communication dans un congrès
cea-04456061v1
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