Olivier Bichler

16
Documents

Publications

Publications

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Aidge: A comprehensive and traceable library for deploying standalone embedded deep neural networks

Cyril Moineau , Maxence Naud , Iryna De Albuquerque Silva , Axel Farrugia , Olivier Bichler

ERTS 2026 - 13th European Congress of Embedded Real Time Systems, Feb 2026, Toulouse, France. ⟨10.82331/ERTS.2026.42⟩

Communication dans un congrès hal-05513843v1
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Precision Where It Matters: A Novel Spike Aware Mixed-Precision Quantization Strategy for LLaMA-Based Language Models

Lucas Maisonnave , Cyril Moineau , Olivier Bichler , Fabrice Rastello

ICONIP 2024 - International Conference on Neural Information Processing, Dec 2024, Auckland, New Zealand. pp.327-341, ⟨10.1007/978-981-96-7030-7_23⟩

Communication dans un congrès hal-05460303v1

Efficient neural compression with inference-time decoding

Clément Metz , Olivier Bichler , Antoine Dupret

ISCAS 2024 - IEEE International Symposium on Circuits and Systems, May 2024, Singapour, Singapore. ⟨10.1109/ISCAS58744.2024.10558050⟩

Communication dans un congrès hal-04567618v1
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A 772μJ/frame imageNet feature extractor accelerator on HD images at 30FPS

Ivan Miro-Panades , Vincent Lorrain , Lilian Billod , Inna Kucher , Vincent Templier et al.

APCCAS - Asia Pacific Conference on Circuits and Systems, Nov 2024, Taipei, Taiwan

Communication dans un congrès cea-04799430v1
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Applying maximum entropy principle on quantized neural networks correlates with high accuracy

Lucas Maisonnave , Cyril Moineau , Olivier Bichler , Fabrice Rastello

AccML 2024 - 6th Workshop on Accelerated Machine Learning, Jan 2024, Munich, Germany

Communication dans un congrès hal-04409740v1
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Disentangled Loss for Low-Bit Quantization-Aware Training

Thibault Allenet , David Briand , Olivier Bichler , Olivier Sentieys

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2022, New Orleans, United States. ⟨10.1109/CVPRW56347.2022.00315⟩

Communication dans un congrès cea-03689954v2

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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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

A neuro-inspired memristive organic-nanoparticule synapse-transistor (synapstor)

F. Alibart , Stéphane Pleutin , David Guérin , Olivier Bichler , Weisheng Zhao et al.

Materials Research Society Spring Meeting, MRS Spring 2012, Symposium J : Organic and Hybrid-Organic Electronics, Apr 2012, San Francisco, CA, United States

Communication dans un congrès hal-00797695v1

A neuro-inspired memristive organic-nanoparticule synapse-transistor (synapstor)

Dominique Vuillaume , F. Alibart , Stéphane Pleutin , David Guérin , Olivier Bichler et al.

International Conference on Nanoscience and Technology, ICN+T 2012, Jul 2012, Paris, France

Communication dans un congrès hal-00797675v1

A neuro-inspired memristive organic-nanoparticule synapse-transistor (synapstor)

F. Alibart , Stéphane Pleutin , David Guérin , Dominique Vuillaume , Olivier Bichler et al.

European Materials Research Society Spring Meeting, E-MRS Spring 2012, Symposium I : Biological applications for organic electronic devices, 2012, Strasbourg, France

Communication dans un congrès hal-00797697v1