Adrien F. Vincent

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 17

Top Topics

Reinforcement Learning

Top Venues

Publications

Pierre Lewden, Adrien F. Vincent, Jean Tomas, Chip-Hong Chang, Sylvain Saïghi
Effect of Line Resistance of Passive Memristive Crossbars on Spiking Neural Network Performance. AICAS (2024)
Amélie Gruel, Adrien F. Vincent, Jean Martinet, Sylvain Saïghi
Neuromorphic Event-based Line Detection on SpiNNaker. AICAS (2024)
Pierre Lewden, Adrien F. Vincent, Jean Tomas, Sylvain Saïghi
On-the-Fly Learning With Mixed-Mode Spiking Neural Network and Passive Memristive Array: Application to Neuromorphic Cameras. IEEE Access 11 (2023)
Clémence Gillet, Adrien F. Vincent, Bertrand Le Gal, Sylvain Saïghi
A High-Level Methodology to Evaluate and Optimize Digital Architectures Targeting Spike Encoding. IEEE Access 11 (2023)
Clémence Gillet, Adrien F. Vincent, Bertrand Le Gal, Sylvain Saïghi
Flexible design methodology for spike encoding implementation on FPGA. BioCAS (2022)
Andrew Ross, Nathan Leroux, Arnaud De Riz, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Damien Querlioz, Leandro Martins, Luana Benetti, Marcel S. Claro, Pedro Anacleto, Alejandro Schulman, Thierry Taris, Jean-Baptiste Bégueret, Sylvain Saïghi, Alex S. Jenkins, Ricardo Ferreira, Adrien F. Vincent, Alice Mizrahi, Julie Grollier
Multilayer spintronic neural networks with radio-frequency connections. CoRR (2022)
Pierre Lewden, Adrien F. Vincent, Charly Meyer, Jean Tomas, Sylvain Saïghi
Toward Hardware Spiking Neural Networks with Mixed-Signal Event-Based Learning Rules. IJCNN (2020)
Nan Wu, Adrien F. Vincent, Dmitri B. Strukov, Yuan Xie
Memristor Hardware-Friendly Reinforcement Learning. CoRR (2020)
Pierre Lewden, Adrien F. Vincent, Charly Meyer, Jean Tomas, Shidoush Siami, Sylvain Saïghi
Hardware Spiking Neural Networks: Slow Tasks Resilient Learning with Longer Term-Memory Bits. BioCAS (2019)
Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. NANOARCH (2019)
Nan Wu, Adrien F. Vincent, Dmitri B. Strukov
Preliminary Results Towards Reinforcement Learning with Mixed-Signal Memristive Neuromorphic Circuits. ISCAS (2019)
Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. CoRR (2019)
Nicolas Locatelli, Adrien F. Vincent, Damien Querlioz
Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks. ICECS (2018)
Nicolas Locatelli, Adrien F. Vincent, Damien Querlioz
Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks. CoRR (2018)
Adrien F. Vincent, Nicolas Locatelli, Qifan Wu, Damien Querlioz
Implications of the Use of Magnetic Tunnel Junctions as Synapses in Neuromorphic Systems. ACM Great Lakes Symposium on VLSI (2017)
Christopher H. Bennett, Selina La Barbera, Adrien F. Vincent, Jacques-Olivier Klein, Fabien Alibart, Damien Querlioz
Exploiting the short-term to long-term plasticity transition in memristive nanodevice learning architectures. IJCNN (2016)
Christopher H. Bennett, Selina La Barbera, Adrien F. Vincent, Fabien Alibart, Damien Querlioz
Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures. CoRR (2016)
Nicolas Locatelli, Adrien F. Vincent, Alice Mizrahi, Joseph S. Friedman, Damir Vodenicarevic, Joo-Von Kim, Jacques-Olivier Klein, Weisheng Zhao, Julie Grollier, Damien Querlioz
Spintronic devices as key elements for energy-efficient neuroinspired architectures. DATE (2015)
Adrien F. Vincent, Jerome Larroque, Nicolas Locatelli, Nesrine Ben Romdhane, Olivier Bichler, Christian Gamrat, Weisheng Zhao, Jacques-Olivier Klein, Sylvie Galdin-Retailleau, Damien Querlioz
Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems. IEEE Trans. Biomed. Circuits Syst. 9 (2) (2015)
Adrien F. Vincent, Jerome Larroque, Weisheng Zhao, Nesrine Ben Romdhane, Olivier Bichler, Christian Gamrat, Jacques-Olivier Klein, Sylvie Galdin-Retailleau, Damien Querlioz
Spin-transfer torque magnetic memory as a stochastic memristive synapse. ISCAS (2014)
Miguel Diez-Garcia, Adrien F. Vincent, Nicolas Izard, Damien Querlioz
Monte Carlo simulations of carbon nanotube networks for optoelectronic applications. NANOARCH (2014)