Olivier Bichler
Publications
Publications
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Aidge: A comprehensive and traceable library for deploying standalone embedded deep neural networksERTS 2026 - 13th European Congress of Embedded Real Time Systems, Feb 2026, Toulouse, France. ⟨10.82331/ERTS.2026.42⟩ |
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Precision Where It Matters: A Novel Spike Aware Mixed-Precision Quantization Strategy for LLaMA-Based Language ModelsICONIP 2024 - International Conference on Neural Information Processing, Dec 2024, Auckland, New Zealand. pp.327-341, ⟨10.1007/978-981-96-7030-7_23⟩ |
Efficient neural compression with inference-time decodingISCAS 2024 - IEEE International Symposium on Circuits and Systems, May 2024, Singapour, Singapore. ⟨10.1109/ISCAS58744.2024.10558050⟩ |
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A 772μJ/frame imageNet feature extractor accelerator on HD images at 30FPSAPCCAS - Asia Pacific Conference on Circuits and Systems, Nov 2024, Taipei, Taiwan |
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Applying maximum entropy principle on quantized neural networks correlates with high accuracyAccML 2024 - 6th Workshop on Accelerated Machine Learning, Jan 2024, Munich, Germany |
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Disentangled Loss for Low-Bit Quantization-Aware Training2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2022, New Orleans, United States. ⟨10.1109/CVPRW56347.2022.00315⟩ |
Efficient deep learning approach for fault detection in the semiconductor industryADTC 2021 - European Nanoelectronics Applications Design & Technology Conference, Jun 2021, Grenoble, France |
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Advanced 3D technologies and architectures for 3D Smart Image SensorsDATE 2019 - Design, Automation & Test in Europe Conference & Exhibition (DATE), Mar 2019, Florence, France. pp.674-679, ⟨10.23919/DATE.2019.8714886⟩ |
A neuro-inspired memristive organic-nanoparticule synapse-transistor (synapstor)Materials Research Society Spring Meeting, MRS Spring 2012, Symposium J : Organic and Hybrid-Organic Electronics, Apr 2012, San Francisco, CA, United States |
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A neuro-inspired memristive organic-nanoparticule synapse-transistor (synapstor)International Conference on Nanoscience and Technology, ICN+T 2012, Jul 2012, Paris, France |
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A neuro-inspired memristive organic-nanoparticule synapse-transistor (synapstor)European Materials Research Society Spring Meeting, E-MRS Spring 2012, Symposium I : Biological applications for organic electronic devices, 2012, Strasbourg, France |
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Gradual Binary Search and Dimension Expansion : A general method for activation quantization in LLMsCORSE - Compiler Optimization and Run-time Systems. 2025 |
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SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with SpikesICLR International Conference on Learning Representations, 2020, ⟨10.48550/arXiv.1906.00851⟩ |
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Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic SystemsIEEE Transactions on Biomedical Circuits and Systems, 2015, 9 (2), pp.166 - 174. ⟨10.1109/TBCAS.2015.2414423⟩ |
Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity.Neural Networks, 2012, 32, pp.339-48. ⟨10.1016/j.neunet.2012.02.022⟩ |
Binary OxRAM/CBRAM Memories for Efficient Implementations of Embedded Neuromorphic CircuitsNeuro-inspired Computing Using Resistive Synaptic Devices, 2017 |