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Madeleine Abernot
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 15
Top Topics
Output Layer
Hebbian Learning
Harris Corner
Neural Network
Top Venues
NICE
ISLPED
Neuromorph. Comput. Eng.
CoRR
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Publications
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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)