Madeleine Abernot

According to our database, Madeleine Abernot authored at least 16 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Energy-Performance Assessment of Oscillatory Neural Networks Based on VO₂ Devices for Future Edge AI Computing.

Corentin Delacour, Stefania Carapezzi, Madeleine Abernot, Aida Todri-Sanial

IEEE Trans. Neural Networks Learn. Syst., July, 2024

2023

A mixed-signal oscillatory neural network for scalable analog computations in phase domain.

Corentin Delacour, Stefania Carapezzi, Gabriele Boschetto, Madeleine Abernot, Thierry Gil, Nadine Azémard, Aida Todri-Sanial

Neuromorph. Comput. Eng., September, 2023

Training energy-based single-layer Hopfield and oscillatory networks with unsupervised and supervised algorithms for image classification.

Madeleine Abernot, Aida Todri-Sanial

Neural Comput. Appl., September, 2023

Simulation and implementation of two-layer oscillatory neural networks for image edge detection: bidirectional and feedforward architectures.

Madeleine Abernot, Aida Todri-Sanial

Neuromorph. Comput. Eng., March, 2023

Digital oscillatory neural network implementation on FPGA for edge artificial intelligence applications and learning. (Implémentation de réseaux de neurones oscillatoires digitaux sur FPGA pour des application et de l'apprentissage pour l'intelligence).

Madeleine Abernot

PhD thesis, 2023

SIFT-ONN: SIFT Feature Detection Algorithm Employing ONNs for Edge Detection.

Madeleine Abernot, Sylvain Gauthier, Théophile Gonos, Aida Todri-Sanial

Proceedings of the Neuro-Inspired Computational Elements Conference, 2023

Energy-Efficient Machine Learning Acceleration: From Technologies to Circuits and Systems.

Chukwufumnanya Ogbogu, Madeleine Abernot, Corentin Delacour, Aida Todri-Sanial, Sudeep Pasricha, Partha Pratim Pande

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

Digital Implementation of On-Chip Hebbian Learning for Oscillatory Neural Network.

Edgar Luhulima, Madeleine Abernot, Federico Corradi, Aida Todri-Sanial

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

Two-Layered Oscillatory Neural Networks with Analog Feedforward Majority Gate for Image Edge Detection Application.

Madeleine Abernot, Corentin Delacour, Ahmet Suna, J. Marty Gregg, Siegfried F. Karg, Aida Todri-Sanial

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

How Frequency Injection Locking Can Train Oscillatory Neural Networks to Compute in Phase.

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

IEEE Trans. Neural Networks Learn. Syst., 2022

Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection.

Madeleine Abernot, Thierry Gil, Aida Todri-Sanial

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

Oscillatory Neural Network for Edge Computing: A Mobile Robot Obstacle Avoidance Application.

Madeleine Abernot, Hamza Amara, Thierry Gil, Aida Todri-Sanial

Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

Oscillatory Neural Networks for Obstacle Avoidance on Mobile Surveillance Robot E4.

Madeleine Abernot, Thierry Gil, Evgenii Kurylin, Tanguy Hardelin, Alexandre Magueresse, Théophile Gonos, Manuel Jiménez Través, Maria José Avedillo, Aida Todri-Sanial

Proceedings of the International Joint Conference on Neural Networks, 2022

On-Chip Learning with a 15-neuron Digital Oscillatory Neural Network Implemented on ZYNQ Processor.

Madeleine Abernot, Thierry Gil, Aida Todri-Sanial

Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021

Multi-Scale Modeling and Simulation Flow for Oscillatory Neural Networks for Edge Computing.

Stefania Carapezzi, Corentin Delacour, Gabriele Boschetto, Elisabetta Corti, Madeleine Abernot, Ahmed Nejim, Thierry Gil, Siegfried F. Karg, Aida Todri-Sanial

Proceedings of the 19th IEEE International New Circuits and Systems Conference, 2021

Oscillatory Neural Networks for Edge AI Computing.

Corentin Delacour, Stefania Carapezzi, Madeleine Abernot, Gabriele Boschetto, Nadine Azémard, Jérémie Salles, Thierry Gil, Aida Todri-Sanial

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2021