Olivier Bichler

Publications

Communication dans un congrès (11)

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
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
A 772μJ/frame imageNet feature extractor accelerator on HD images at 30FPS Ivan Miro-Panades,Vincent Lorrain,Lilian Billod,Inna Kucher,Vincent Templieret al. APCCAS - Asia Pacific Conference on Circuits and Systems, Nov 2024, Taipei, Taiwan Communication dans un congrès cea-04799430v1
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
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 Bichleret al. ADTC 2021 - European Nanoelectronics Applications Design & Technology Conference, Jun 2021, Grenoble, France Communication dans un congrès hal-03421323v1
Advanced 3D technologies and architectures for 3D Smart Image Sensors Pascal Vivet,Gilles Sicard,Laurent Millet,Stephane Chevobbe,Karim Ben Chehidaet 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 Zhaoet 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 Bichleret 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 Bichleret 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

Rapport (1)

Gradual Binary Search and Dimension Expansion : A general method for activation quantization in LLMs Lucas Maisonnave,Cyril Moineau,Olivier Bichler,Fabrice Rastello CORSE - Compiler Optimization and Run-time Systems. 2025 Rapport hal-05460223v1

Article dans une revue (3)

SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes Johannes Christian Thiele,Olivier Bichler,Antoine Dupret ICLR International Conference on Learning Representations, 2020, ⟨10.48550/arXiv.1906.00851⟩ Article dans une revue hal-04465173v1
Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems Adrien F Vincent,Jérôme Larroque,Nicolas Locatelli,Nesrine Ben Romdhane,Olivier Bichleret al. IEEE Transactions on Biomedical Circuits and Systems, 2015, 9 (2), pp.166 - 174. ⟨10.1109/TBCAS.2015.2414423⟩ Article dans une revue hal-01822200v1
Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity. Olivier Bichler,Damien Querlioz,Simon J Thorpe,Jean-Philippe Bourgoin,Christian Gamrat Neural Networks, 2012, 32, pp.339-48. ⟨10.1016/j.neunet.2012.02.022⟩ Article dans une revue istex hal-00706681v1

Chapitre d'ouvrage (1)

Binary OxRAM/CBRAM Memories for Efficient Implementations of Embedded Neuromorphic Circuits Elisa Vianello,Thilo Werner,Giuseppe Piccolboni,Daniele Garbin,Olivier Bichleret al. Neuro-inspired Computing Using Resistive Synaptic Devices, 2017 Chapitre d'ouvrage hal-01791253v1