Madeleine Abernot

17 papers A 2B 1C 1Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Energy-Performance Assessment of Oscillatory Neural Networks Based on VO
IEEE Trans. Neural Networks Learn. Syst.
Corentin Delacour, Stefania Carapezzi, Madeleine Abernot, Aida Todri-Sanial
2023 J jnl
A mixed-signal oscillatory neural network for scalable analog computations in phase domain.
Neuromorph. Comput. Eng.
Corentin Delacour, Stefania Carapezzi, Gabriele Boschetto, Madeleine Abernot, Thierry Gil, Nadine Azémard, Aida Todri-Sanial
2023 A conf
Digital Implementation of On-Chip Hebbian Learning for Oscillatory Neural Network.
ISLPED
Edgar Luhulima, Madeleine Abernot, Federico Corradi, Aida Todri-Sanial
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
2023 A conf
Energy-Efficient Machine Learning Acceleration: From Technologies to Circuits and Systems.
ISLPED
Chukwufumnanya Ogbogu, Madeleine Abernot, Corentin Delacour, Aida Todri-Sanial, Sudeep Pasricha, Partha Pratim Pande
2023 — conf
SIFT-ONN: SIFT Feature Detection Algorithm Employing ONNs for Edge Detection.
NICE
Madeleine Abernot, Sylvain Gauthier, Théophile Gonos, Aida Todri-Sanial
2023 J jnl
Simulation and implementation of two-layer oscillatory neural networks for image edge detection: bidirectional and feedforward architectures.
Neuromorph. Comput. Eng.
Madeleine Abernot, Aida Todri-Sanial
2023 J jnl
Training energy-based single-layer Hopfield and oscillatory networks with unsupervised and supervised algorithms for image classification.
Neural Comput. Appl.
Madeleine Abernot, Aida Todri-Sanial
2023 C conf
Two-Layered Oscillatory Neural Networks with Analog Feedforward Majority Gate for Image Edge Detection Application.
ISCAS
Madeleine Abernot, Corentin Delacour, Ahmet Suna, J. Marty Gregg, Siegfried F. Karg, Aida Todri-Sanial
2022 J jnl
How Frequency Injection Locking Can Train Oscillatory Neural Networks to Compute in Phase.
IEEE Trans. Neural Networks Learn. Syst.
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
2022 — conf
On-Chip Learning with a 15-neuron Digital Oscillatory Neural Network Implemented on ZYNQ Processor.
ICONS
Madeleine Abernot, Thierry Gil, Aida Todri-Sanial
2022 — conf
Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection.
NICE
Madeleine Abernot, Thierry Gil, Aida Todri-Sanial
2022 J jnl
Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection.
CoRR
Madeleine Abernot, Thierry Gil, Aida Todri-Sanial
2022 — conf
Oscillatory Neural Network for Edge Computing: A Mobile Robot Obstacle Avoidance Application.
MetroXRAINE
Madeleine Abernot, Hamza Amara, Thierry Gil, Aida Todri-Sanial
2022 B conf
Oscillatory Neural Networks for Obstacle Avoidance on Mobile Surveillance Robot E4.
IJCNN
Madeleine Abernot, Thierry Gil, Evgenii Kurylin, Tanguy Hardelin, Alexandre Magueresse, Théophile Gonos, Manuel Jiménez Través, Maria José Avedillo, Aida Todri-Sanial
2021 — conf
Multi-Scale Modeling and Simulation Flow for Oscillatory Neural Networks for Edge Computing.
NEWCAS
Stefania Carapezzi, Corentin Delacour, Gabriele Boschetto, Elisabetta Corti, Madeleine Abernot, Ahmed Nejim, Thierry Gil, Siegfried F. Karg, Aida Todri-Sanial
2021 — conf
Oscillatory Neural Networks for Edge AI Computing.
ISVLSI
Corentin Delacour, Stefania Carapezzi, Madeleine Abernot, Gabriele Boschetto, Nadine Azémard, Jérémie Salles, Thierry Gil, Aida Todri-Sanial