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Abernot Madeleine
Abernot Madeleine
Ph.D. Candidate, LIRMM, Univ. of Montpellier, CNRS
Verified email at lirmm.fr
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Cited by
Year
How frequency injection locking can train oscillatory neural networks to compute in phase
A Todri-Sanial, S Carapezzi, C Delacour, M Abernot, T Gil, E Corti, ...
IEEE transactions on neural networks and learning systems 33 (5), 1996-2009, 2021
332021
Digital implementation of oscillatory neural network for image recognition applications
M Abernot, T Gil, M Jiménez, J Núñez, MJ Avellido, B Linares-Barranco, ...
Frontiers in Neuroscience 15, 713054, 2021
282021
Energy-Performance Assessment of Oscillatory Neural Networks Based on VO Devices for Future Edge AI Computing
C Delacour, S Carapezzi, M Abernot, A Todri-Sanial
IEEE Transactions on Neural Networks and Learning Systems, 2023
252023
Oscillatory neural networks for edge ai computing
C Delacour, S Carapezzi, M Abernot, G Boschetto, N Azemard, J Salles, ...
2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 326-331, 2021
202021
Simulation and implementation of two-layer oscillatory neural networks for image edge detection: bidirectional and feedforward architectures
M Abernot, TS Aida
Neuromorphic Computing and Engineering 3 (1), 014006, 2023
10*2023
Oscillatory neural network as hetero-associative memory for image edge detection
M Abernot, T Gil, A Todri-Sanial
Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022
82022
Multi-scale modeling and simulation flow for oscillatory neural networks for edge computing
S Carapezzi, C Delacour, G Boschetto, E Corti, M Abernot, A Nejim, T Gil, ...
2021 19th IEEE International New Circuits and Systems Conference (NEWCAS), 1-5, 2021
82021
Oscillatory neural networks for obstacle avoidance on mobile surveillance robot E4
M Abernot, T Gil, E Kurylin, T Hardelin, A Magueresse, T Gonos, ...
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
72022
A mixed-signal oscillatory neural network for scalable analog computations in phase domain
C Delacour, S Carapezzi, G Boschetto, M Abernot, T Gil, N Azemard, ...
Neuromorphic Computing and Engineering 3 (3), 034004, 2023
42023
VO2-based oscillatory ising machine: the role of external temperature on performance
C Delacour, S Carapezzi, G Boschetto, M Abernot, T Gil, A Todri-Sanial
NANO 2022-22nd IEEE International Conference on Nanotechnology, In press?, 2022
42022
On-chip learning with a 15-neuron digital oscillatory neural network implemented on zynq processor
M Abernot, T Gil, A Todri-Sanial
Proceedings of the International Conference on Neuromorphic Systems 2022, 1-4, 2022
32022
Two-Layered Oscillatory Neural Networks with Analog Feedforward Majority Gate for Image Edge Detection Application
M Abernot, C Delacour, A Suna, JM Gregg, S Karg, A Todri-Sanial
2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023
22023
Sift-ONN: sift feature detection algorithm employing ONNs for edge detection
M Abernot, S Gauthier, T Gonos, A Todri-Sanial
Proceedings of the 2023 Annual Neuro-Inspired Computational Elements …, 2023
22023
ONN-based on-chip learning for obstacle avoidance on mobile robot
M Abernot, T Gil, A Todri-Sanial
SSI 2023-Smart System Integration Conference, 2023
22023
Oscillatory Neural Network for Edge Computing: A Mobile Robot Obstacle Avoidance Application
M Abernot, H Amara, T Gil, A Todri-Sanial
2022 IEEE International Conference on Metrology for Extended Reality …, 2022
22022
Mobile Robot Obstacle Avoidance with Oscillatory Neural Networks on FPGA
M Abernot, T Gil, C Delacour, G Boschetto, S Carapezzi, N Azemard, ...
IBM-IEEE AI Compute Symposium, 2021
22021
Training energy-based single-layer Hopfield and oscillatory networks with unsupervised and supervised algorithms for image classification
M Abernot, A Todri-Sanial
Neural Computing and Applications 35 (25), 18505-18518, 2023
12023
Ab Initio Computer Simulations on Interfacial Properties of Single-Layer MoS2 and Au Contacts for Two-Dimensional Nanodevices
G Boschetto, S Carapezzi, C Delacour, M Abernot, T Gil, A Todri-Sanial
ACS Applied Nano Materials 5 (8), 10192-10202, 2022
12022
FPGA implementation of Oscillatory Neural Networks for Artificial Intelligence edge computing
M Abernot, G Boschetto, S Carapezzi, C Delacour, T Gil, A Todri-Sanial
ACM Europe Summer school on HPC Computer Architectures for AI and Dedicated …, 2021
12021
EU H2020 NeurONN: Two-Dimensional Oscillatory Neural Networks for Energy Efficient Neuromorphic Computing
A Todri-Sanial, T Gil, N Azemard, J Salles, E Karachristou, S Carapezzi, ...
EuroNanoForum 2021, 2021
12021
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