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On-the-Fly Learning With Mixed-Mode Spiking Neural Network and Passive Memristive Array: Application to Neuromorphic Cameras Auteur(s): Pierre Lewden, Adrien F. Vincent, Jean Tomas, Sylvain Saïghi Année de publication: 2025 Journal: IEEE Access DOI: 10.1109/ACCESS.2023.3346429 Lien HAL: https://hal.science/hal-04886290v1 Multilayer spintronic neural networks with radiofrequency connections Auteur(s): Andrew Ross, Nathan Leroux, Arnaud de Riz, Danijela Marković, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Damien Querlioz, Leandro Martins, Luana Benetti, Marcel Claro, Pedro Anacleto, Alejandro Schulman, Thierry Taris, Jean-Baptiste Begueret, Sylvain Saïghi, Alex Jenkins, Ricardo Ferreira, Adrien Vincent, Frank Alice Mizrahi, Julie Grollier Année de publication: 2025 Journal: Nature Nanotechnology DOI: 10.1038/s41565-023-01452-w Lien HAL: https://cnrs.hal.science/hal-04270425v1 A ferroelectric–memristor memory for both training and inference Auteur(s): Michele Martemucci, François Rummens, Yannick Malot, Tifenn Hirtzlin, Olivier Guille, Simon Martin, Catherine Carabasse, Adrien F Vincent, Sylvain Saïghi, Laurent Grenouillet, Damien Querlioz, Elisa Vianello Année de publication: 2025 Journal: Nature Electronics DOI: 10.1038/s41928-025-01454-7 Lien HAL: https://hal.science/hal-05344827v1 A High-Level Methodology to Evaluate and Optimize Digital Architectures Targeting Spike Encoding Auteur(s): Clémence Gillet, Adrien Vincent, Bertrand Le Gal, Sylvain Saïghi Année de publication: 2024 Journal: IEEE Access DOI: 10.1109/ACCESS.2023.3324877 Lien HAL: https://hal.science/hal-04406432v1 Plasticity in memristive devices for spiking neural networks Auteur(s): S. Saïghi, C.G. Mayr, T. Serrano-Gotarredona, H. Schmidt, G. Lecerf, J. Tomas, J. Grollier, S. Boyn, A.F. Vincent, D. Querlioz, S. La Barbera, F. Alibart, Dominique Vuillaume, O. Bichler, C. Gamrat, B. Linares-Barranco Année de publication: 2020 Journal: Frontiers in Neuroscience DOI: 10.3389/fnins.2015.00051 Lien HAL: https://cea.hal.science/cea-01846866v1Conference proceedings (6)
Comparison of Hardware-friendly, Audio-to-spikes Cochlear Encoding for Neuromorphic Processing Auteur(s): Valentin Meunier, Amélie Gruel, Adrien F Vincent, Sylvain Saïghi Année de publication: 2025 Journal: DOI: 10.1109/AICAS64808.2025.11173106 Lien HAL: https://hal.science/hal-05344616v1 Hardware Spiking Neural Networks: Slow Tasks Resilient Learning with Longer Term-Memory Bits Auteur(s): Pierre Lewden, Adrien F Vincent, Charly Meyer, Jean Tomas, Shidoush Siami, Sylvain Saïghi Année de publication: 2020 Journal: DOI: 10.1109/BIOCAS.2019.8918992 Lien HAL: https://hal.science/hal-02487821v1 Learning from slow Dynamic Vision Sensor inputs with a hardware memristor-based Spiking Neural Network Auteur(s): Pierre Lewden, Charly Meyer, Adrien F Vincent, Jean Tomas, Sylvain Saïghi Année de publication: 2020 Journal: DOI: Lien HAL: https://hal.science/hal-02527452v1 Preliminary Results Towards Reinforcement Learning with Mixed-Signal Memristive Neuromorphic Circuits Auteur(s): Nan Wu, Adrien F Vincent, Dmitri Strukov Année de publication: 2020 Journal: DOI: 10.1109/ISCAS.2019.8702229 Lien HAL: https://hal.science/hal-02487827v1 Neural Network for ultra-low power and real time computation Auteur(s): Charly Meyer, Pierre Lewden, Adrien F Vincent, Jean Tomas, Sylvain Saïghi Année de publication: 2020 Journal: DOI: Lien HAL: https://hal.science/hal-02527440v1 Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction Auteur(s): Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz Année de publication: 2019 Journal: DOI: Lien HAL: https://hal.science/hal-02399718v1Send a email to Adrien F. VINCENT :
