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2020 – today
- 2024
[j5]Corentin Delacour
, Stefania Carapezzi, Madeleine Abernot, Aida Todri-Sanial:
Energy-Performance Assessment of Oscillatory Neural Networks Based on VO2 Devices for Future Edge AI Computing. IEEE Trans. Neural Networks Learn. Syst. 35(7): 10045-10058 (2024)- 2023
- [b1]Corentin Delacour:
Architecture Design for Analog Oscillatory Neural Networks. (Conception d'Architecture pour les Réseaux de Neurones Oscillants Analogiques). University of Montpellier, France, 2023 - [j4]Maria J. Avedillo, Manuel Jiménez Través, Corentin Delacour, Aida Todri-Sanial, Bernabé Linares-Barranco, Juan Núñez:
Operating Coupled VO₂-Based Oscillators for Solving Ising Models. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(4): 901-913 (2023) - [j3]Corentin Delacour, Stefania Carapezzi, Gabriele Boschetto, Madeleine Abernot, Thierry Gil, Nadine Azémard, Aida Todri-Sanial:
A mixed-signal oscillatory neural network for scalable analog computations in phase domain. Neuromorph. Comput. Eng. 3(3): 34004 (2023) - [c5]Madeleine Abernot, Corentin Delacour, Ahmet Suna, J. Marty Gregg, Siegfried F. Karg, Aida Todri-Sanial:
Two-Layered Oscillatory Neural Networks with Analog Feedforward Majority Gate for Image Edge Detection Application. ISCAS 2023: 1-5 - [c4]Chukwufumnanya Ogbogu, Madeleine Abernot, Corentin Delacour, Aida Todri-Sanial, Sudeep Pasricha, Partha Pratim Pande:
Energy-Efficient Machine Learning Acceleration: From Technologies to Circuits and Systems. ISLPED 2023: 1-8 - 2022
- [j2]Aida Todri-Sanial, Stefania Carapezzi, Corentin Delacour, Madeleine Abernot, Thierry Gil, Elisabetta Corti, Siegfried F. Karg, Juan Núñez, Manuel Jiménez Través, Maria J. Avedillo, Bernabé Linares-Barranco:
How Frequency Injection Locking Can Train Oscillatory Neural Networks to Compute in Phase. IEEE Trans. Neural Networks Learn. Syst. 33(5): 1996-2009 (2022) - 2021
- [j1]Stefania Carapezzi, Gabriele Boschetto, Corentin Delacour, Elisabetta Corti, Andrew Plews, Ahmed Nejim, Siegfried F. Karg, Aida Todri-Sanial:
Advanced Design Methods From Materials and Devices to Circuits for Brain-Inspired Oscillatory Neural Networks for Edge Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(4): 586-596 (2021) - [c3]Elisabetta Corti, Corentin Delacour, Aida Todri-Sanial, Siegfried F. Karg:
Frequency Injection Locking-Controlled Oscillations for Synchronized Operations in VO2 Crossbar Devices. DRC 2021: 1-2 - [c2]Corentin Delacour, Stefania Carapezzi, Madeleine Abernot, Gabriele Boschetto, Nadine Azémard, Jérémie Salles, Thierry Gil, Aida Todri-Sanial:
Oscillatory Neural Networks for Edge AI Computing. ISVLSI 2021: 326-331 - [c1]Stefania Carapezzi, Corentin Delacour, Gabriele Boschetto, Elisabetta Corti, Madeleine Abernot, Ahmed Nejim, Thierry Gil, Siegfried F. Karg, Aida Todri-Sanial:
Multi-Scale Modeling and Simulation Flow for Oscillatory Neural Networks for Edge Computing. NEWCAS 2021: 1-5
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