Adrien F. VINCENT

Associate Professor

Research group : BIOELECTRONICS

Team : 2HC

Tel : 0540003167

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ORCID: 0000-0002-9770-4236

Google Scholar: https://scholar.google.com/citations?user=ZnRUjUQAAAAJ

Linkeding: www.linkedin.com/in/adrienfvincent

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Article (8)

A ferroelectric–memristor memory for both training and inference Author(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 Year of publication: 2025 Journal: Nature Electronics DOI: 10.1038/s41928-025-01454-7 HAL link: https://hal.science/hal-05344827v1
On-the-Fly Learning With Mixed-Mode Spiking Neural Network and Passive Memristive Array: Application to Neuromorphic Cameras Author(s): Pierre Lewden, Adrien F. Vincent, Jean Tomas, Sylvain Saïghi Year of publication: 2023 Journal: IEEE Access DOI: 10.1109/ACCESS.2023.3346429 HAL link: https://hal.science/hal-04886290v1
Multilayer spintronic neural networks with radiofrequency connections Author(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 Year of publication: 2023 Journal: Nature Nanotechnology DOI: 10.1038/s41565-023-01452-w HAL link: https://cnrs.hal.science/hal-04270425v1
A High-Level Methodology to Evaluate and Optimize Digital Architectures Targeting Spike Encoding Author(s): Clémence Gillet, Adrien Vincent, Bertrand Le Gal, Sylvain Saïghi Year of publication: 2023 Journal: IEEE Access DOI: 10.1109/ACCESS.2023.3324877 HAL link: https://hal.science/hal-04406432v1
Spike-timing-dependent plasticity learning of coincidence detection with passively integrated memristive circuits Author(s): M. Prezioso, M. R Mahmoodi, F Merrikh Bayat, H. Nili, H. Kim, Adrien F. Vincent, D. B Strukov Year of publication: 2018 Journal: Nature Communications DOI: 10.1038/s41467-018-07757-y HAL link: https://hal.science/hal-02487839v1
Plasticity in memristive devices for spiking neural networks Author(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 Year of publication: 2015 Journal: Frontiers in Neuroscience DOI: 10.3389/fnins.2015.00051 HAL link: https://cea.hal.science/cea-01846866v1
Bioinspired Programming of Memory Devices for Implementing an Inference Engine Author(s): Damien Querlioz, Olivier Bichler, Adrien Francis Vincent, Christian Gamrat Year of publication: 2015 Journal: Proceedings of the IEEE DOI: 10.1109/JPROC.2015.2437616 HAL link: https://hal.science/hal-01822199v1
Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems Author(s): Adrien F Vincent, Jérôme Larroque, Nicolas Locatelli, Nesrine Ben Romdhane, Olivier Bichler, Christian Gamrat, Weisheng Zhao, Jacques-Olivier Klein, Sylvie Galdin-Retailleau, Damien Querlioz Year of publication: 2015 Journal: IEEE Transactions on Biomedical Circuits and Systems DOI: 10.1109/TBCAS.2015.2414423 HAL link: https://hal.science/hal-01822200v1

Book sections (1)

Theoretical analysis of spike-timing-dependent plasticity learning with memristive devices Author(s): D. Querlioz, O. Bichler, A.F. Vincent, C. Gamrat Year of publication: 2017 Journal: DOI: 10.1007/978-81-322-3703-7_10 HAL link: https://cea.hal.science/cea-01818393v1

Conference proceedings (11)

Comparison of Hardware-friendly, Audio-to-spikes Cochlear Encoding for Neuromorphic Processing Author(s): Valentin Meunier, Amélie Gruel, Adrien F Vincent, Sylvain Saïghi Year of publication: 2025 Journal: DOI: 10.1109/AICAS64808.2025.11173106 HAL link: https://hal.science/hal-05344616v1
Hardware Spiking Neural Networks: Slow Tasks Resilient Learning with Longer Term-Memory Bits Author(s): Pierre Lewden, Adrien F Vincent, Charly Meyer, Jean Tomas, Shidoush Siami, Sylvain Saïghi Year of publication: 2019 Journal: DOI: 10.1109/BIOCAS.2019.8918992 HAL link: https://hal.science/hal-02487821v1
Learning from slow Dynamic Vision Sensor inputs with a hardware memristor-based Spiking Neural Network Author(s): Pierre Lewden, Charly Meyer, Adrien F Vincent, Jean Tomas, Sylvain Saïghi Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02527452v1
Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction Author(s): Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02399718v1
Preliminary Results Towards Reinforcement Learning with Mixed-Signal Memristive Neuromorphic Circuits Author(s): Nan Wu, Adrien F Vincent, Dmitri Strukov Year of publication: 2019 Journal: DOI: 10.1109/ISCAS.2019.8702229 HAL link: https://hal.science/hal-02487827v1
Neural Network for ultra-low power and real time computation Author(s): Charly Meyer, Pierre Lewden, Adrien F Vincent, Jean Tomas, Sylvain Saïghi Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02527440v1
Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks Author(s): Nicolas Locatelli, Adrien F Vincent, Damien S Querlioz Year of publication: 2018 Journal: DOI: 10.1109/ICECS.2018.8617952 HAL link: https://hal.science/hal-02487845v1
Mixed-Signal Neuromorphic Inference Accelerators: Recent Results and Future Prospects Author(s): M. Bavandpour, M.R. Mahmoodi, H. Nili, F. Merrikh Bayat, M. Prezioso, Adrien F. Vincent, D.B. Strukov, K.K. Likharev Year of publication: 2018 Journal: DOI: 10.1109/IEDM.2018.8614659 HAL link: https://hal.science/hal-02487848v1
Approximate programming of magnetic memory elements for energy saving Author(s): N. Locatelli, A.F. Vincent, S. Galdin-Retailleau, J-O Klein, D. Querlioz, J-O. Klein Year of publication: 2015 Journal: DOI: 10.1109/MEMRISYS.2015.7378400 HAL link: https://hal.science/hal-01832350v1
Spintronic Devices as Key Elements for Energy-Efficient Neuroinspired Architectures Author(s): Nicolas Locatelli, Adrien F Vincent, Alice Mizrahi, Joseph S Friedman, Damir Vodenicarevic, Joo-Von Kim, Jacques-Olivier Klein, Weisheng Zhao, Julie Grollier, Damien Querlioz Year of publication: 2015 Journal: DOI: 10.7873/DATE.2015.1117 HAL link: https://hal.science/hal-01827047v1
Spin-transfer torque magnetic memory as a stochastic memristive synapse Author(s): A.F. Vincent, J. Larroque, W.S. Zhao, N.B. Romdhane, O. Bichler, C. Gamrat, J.-O. Klein, S. Galdin-Retailleau, D. Querlioz Year of publication: 2014 Journal: DOI: 10.1109/ISCAS.2014.6865325 HAL link: https://cea.hal.science/cea-01817867v1

Invited lectures (1)

Green AI : La nécessité de la soutenabilité énergétique dans l’IA Author(s): Sylvain Saïghi, Adrien Vincent Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02530977v1

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