Madeleine Abernot

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Hebbian Learning

Obstacle Avoidance

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Neuromorph. Comput. Eng.

Publications

Corentin Delacour, Stefania Carapezzi, Madeleine Abernot, Aida Todri-Sanial
Devices for Future Edge AI Computing. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Madeleine Abernot, Aida Todri-Sanial
Training energy-based single-layer Hopfield and oscillatory networks with unsupervised and supervised algorithms for image classification. Neural Comput. Appl. 35 (25) (2023)
Madeleine Abernot, Sylvain Gauthier, Théophile Gonos, Aida Todri-Sanial
SIFT-ONN: SIFT Feature Detection Algorithm Employing ONNs for Edge Detection. NICE (2023)
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) (2023)
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)
Edgar Luhulima, Madeleine Abernot, Federico Corradi, Aida Todri-Sanial
Digital Implementation of On-Chip Hebbian Learning for Oscillatory Neural Network. ISLPED (2023)
Madeleine Abernot, Aida Todri-Sanial
Simulation and implementation of two-layer oscillatory neural networks for image edge detection: bidirectional and feedforward architectures. Neuromorph. Comput. Eng. 3 (1) (2023)
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)
Madeleine Abernot, Hamza Amara, Thierry Gil, Aida Todri-Sanial
Oscillatory Neural Network for Edge Computing: A Mobile Robot Obstacle Avoidance Application. MetroXRAINE (2022)
Madeleine Abernot, Thierry Gil, Aida Todri-Sanial
Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection. NICE (2022)
Madeleine Abernot, Thierry Gil, Aida Todri-Sanial
On-Chip Learning with a 15-neuron Digital Oscillatory Neural Network Implemented on ZYNQ Processor. ICONS (2022)
Madeleine Abernot, Thierry Gil, Aida Todri-Sanial
Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection. CoRR (2022)
Madeleine Abernot, Thierry Gil, Evgenii Kurylin, Tanguy Hardelin, Alexandre Magueresse, Théophile Gonos, Manuel Jimenez, Maria José Avedillo, Aida Todri-Sanial
Oscillatory Neural Networks for Obstacle Avoidance on Mobile Surveillance Robot E4. IJCNN (2022)
Aida Todri-Sanial, Stefania Carapezzi, Corentin Delacour, Madeleine Abernot, Thierry Gil, Elisabetta Corti, Siegfried F. Karg, Juan Núñez, Manuel Jiménez, 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) (2022)
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)
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)