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
33 2021 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
29 2021 Energy-Performance Assessment of Oscillatory Neural Networks Based on VO C Delacour, S Carapezzi, M Abernot, A Todri-Sanial
IEEE Transactions on Neural Networks and Learning Systems, 2023
25 2023 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
20 2021 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
8 2022 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
8 2021 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
7 2022 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
4 2023 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
4 2022 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
3 2023 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
3 2022 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
2 2023 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
2 2023 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
2 2022 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
2 2021 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
1 2023 Digital Implementation of On-Chip Hebbian Learning for Oscillatory Neural Network E Luhulima, M Abernot, F Corradi, A Todri-Sanial
2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023
1 2023 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
1 2022 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
1 2021 