Oscillatory Neural Networks Applications for Edge Computing
Madeleine Abernot
,
Théophile Gonos
,
Aida Todri-Sanial
HiPEAC 2023 - European Conference on High-performance Embedded Architecture and Compilation , Jan 2023, Toulouse, France
Communication dans un congrès
hal-03945180v1
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Oscillatory Neural Network for Edge Computing: A Mobile Robot Obstacle Avoidance Application
Madeleine Abernot
,
Hamza Amara
,
Thierry Gil
,
Aida Todri-Sanial
MetroXRAINE 2022 - IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence, and Neural Engineering , Oct 2022, Rome, Italy. pp.181-186,
⟨10.1109/MetroXRAINE54828.2022.9967581⟩
Communication dans un congrès
lirmm-03844104v1
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A mixed-signal oscillatory neural network for scalable analog computations in phase domain
Corentin Delacour
,
Stefania Carapezzi
,
Gabriele Boschetto
,
Madeleine Abernot
,
Thierry Gil
,
et al.
Article dans une revue
lirmm-04290523v1
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VO2-based Oscillatory Ising Machine: The Role of External Temperature on Performance
Corentin Delacour
,
Stefania Carapezzi
,
Gabriele Boschetto
,
Madeleine Abernot
,
Thierry Gil
,
et al.
NANO 2022 - 22nd IEEE International Conference on Nanotechnology , Jul 2022, Palma de Mallorca, Spain. In press ?
Communication dans un congrès
lirmm-03725704v1
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Training energy-based single-layer Hopfield and oscillatory networks with unsupervised and supervised algorithms for image classification
Madeleine Abernot
,
Aida Todri-Sanial
Article dans une revue
hal-04125593v1
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Mobile Robot Obstacle Avoidance with Oscillatory Neural Networks on FPGA
Madeleine Abernot
,
Thierry Gil
,
Corentin Delacour
,
Gabriele Boschetto
,
Stefania Carapezzi
,
et al.
IBM-IEEE AI Compute Symposium , Oct 2021, Virtual, France
Poster de conférence
lirmm-03361187v1
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Energy-Performance Assessment of Oscillatory Neural Networks based on VO2 Devices for Future Edge AI Computing
Corentin Delacour
,
Stefania Carapezzi
,
Madeleine Abernot
,
Aida Todri-Sanial
2022
Pré-publication, Document de travail
lirmm-03591176v1
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ONN-Based On-chip Learning for Obstacle Avoidance on Mobile Robot
Madeleine Abernot
,
Thierry Gil
,
Aida Todri-Sanial
SSI 2023 - Smart System Integration Conference , Mar 2023, Bruges, Belgium
Communication dans un congrès
hal-04007886v1
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Two-Dimensional Oscillatory Neural Networks for Energy Efficient Neuromorphic Computing
Aida Todri-Sanial
,
Thierry Gil
,
Nadine Azemard
,
Jérémie Salles
,
Stefania Carapezzi
,
et al.
EU H2020 ICT NEURONN Research Project , 2020
Autre publication scientifique
lirmm-02530086v1
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Beyond CMOS technologies for enabling integrating Artificial Intelligence at the Edge
Aida Todri-Sanial
,
Thierry Gil
,
Madeleine Abernot
,
Corentin Delacour
,
Stefania Carapezzi
,
et al.
EPoSS Annual Forum 2021 , Oct 2021, Freiburg im Breisgau, Germany
Communication dans un congrès
lirmm-03354108v1
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Oscillatory neural network learning for pattern recognition: an on-chip learning perspective and implementation
Madeleine Abernot
,
Nadine Azemard
,
Aida Todri-Sanial
Article dans une revue
hal-04129945v1
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Réseaux de neurones oscillants pour des calculs économes en énergie
Madeleine Abernot
,
Gabriele Boschetto
,
Stefania Carapezzi
,
Corentin Delacour
,
Thierry Gil
,
et al.
Article dans une revue
lirmm-03891853v1
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NeurONN: Neuromorphic Computing for Artificial Intelligence at the Edge
Stefania Carapezzi
,
Madeleine Abernot
,
Corentin Delacour
,
Nadine Azemard
,
Jérémie Salles
,
et al.
3rd AI Compute Symposium (IBM IEEE CAS/EDS) , Oct 2020, Zurich (virtual), Switzerland
Communication dans un congrès
lirmm-03009213v1
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Using Oscillatory Neural Network for Pattern Recognition and Mobile Robot Control
Madeleine Abernot
,
Thierry Gil
,
Aida Todri-Sanial
SOPHI.A SUMMIT , Nov 2020, Sophia Antipolis, France
Communication dans un congrès
lirmm-03023088v1
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FPGA Implementation of Oscillatory Neural Networks for Artificial Intelligence Edge Computing
Madeleine Abernot
,
Gabriele Boschetto
,
Stefania Carapezzi
,
Corentin Delacour
,
Thierry Gil
,
et al.
ACM Europe Summer school on HPC Computer Architectures for AI and Dedicated Applications , Aug 2021, Barcelona (Virtual), Spain
Poster de conférence
lirmm-03351242v1
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Two-Layered Oscillatory Neural Networks with Analog Feedforward Majority Gate for Image Edge Detection Application
Madeleine Abernot
,
Corentin Delacour
,
Ahmet Suna
,
J. Marty Gregg
,
Siegfried Karg
,
et al.
ISCAS 2023 - IEEE International Symposium on Circuits and Systems , May 2023, Monterey, CA, United States. In press
Communication dans un congrès
hal-04007951v1
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Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection
Madeleine Abernot
,
Thierry Gil
,
Aida Todri-Sanial
NICE 2022 - 9th Neuro-Inspired Computational Elements Workshop , Mar 2022, New York (Virtual), United States. pp.13-21,
⟨10.1145/3517343.3517348⟩
Communication dans un congrès
lirmm-03586865v1
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Digital Oscillatory Neural Networks for AI Edge Applications
Madeleine Abernot
,
Corentin Delacour
,
Gabriele Boschetto
,
Stefania Carapezzi
,
Thierry Gil
,
et al.
16e Colloque National du GDR SoC² , Jun 2022, Strasbourg, France.
Poster de conférence
lirmm-03737606v1
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Digital Implementation of Oscillatory Neural Network for Image Recognition Application
Madeleine Abernot
,
Thierry Gil
,
Manuel Jiménez Través
,
Juan Núñez
,
María José Avedillo de Juan
,
et al.
Article dans une revue
lirmm-03185020v1
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Oscillatory Neural Networks Implemented on FPGA for Edge Computing Applications
Madeleine Abernot
,
Aida Todri-Sanial
DATE 2023 - 26th Design, Automation and Test in Europe Conference , Apr 2023, Antwerp, Belgium
Communication dans un congrès
hal-04007911v1
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Ab Initio Computer Simulations on Interfacial Properties of Single-Layer MoS2 and Au Contacts for Two-Dimensional Nanodevices
Gabriele Boschetto
,
Stefania Carapezzi
,
Corentin Delacour
,
Madeleine Abernot
,
Thierry Gil
,
et al.
Article dans une revue
lirmm-03658067v1
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How Frequency Injection Locking Can Train Oscillatory Neural Networks to Compute in Phase
Aida Todri-Sanial
,
Stefania Carapezzi
,
Corentin Delacour
,
Madeleine Abernot
,
Thierry Gil
,
et al.
Article dans une revue
lirmm-03164135v1
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A Mixed-Signal Oscillatory Neural Network for Scalable Analog Computations in Phase Domain
Corentin Delacour
,
Stefania Carapezzi
,
Gabriele Boschetto
,
Madeleine Abernot
,
Thierry Gil
,
et al.
2023
Pré-publication, Document de travail
hal-03961010v1
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EU H2020 NEURONN: 2D Oscillatory Neural Networks For Energy Efficient Neuromorphic Computing
Stefania Carapezzi
,
Gabriele Boschetto
,
Corentin Delacour
,
Madeleine Abernot
,
Thierry Gil
,
et al.
15ème Colloque National du GDR SoC² , Jun 2021, Rennes, France.
, 2021
Poster de conférence
lirmm-03270397v1
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Beyond CMOS Devices for Low-Power Oscillatory Neural Networks for Edge AI Computing
Stefania Carapezzi
,
Gabriele Boschetto
,
Corentin Delacour
,
Madeleine Abernot
,
Thierry Gil
,
et al.
Albany Nanotechnology Symposium , 2021, New York, United States
Communication dans un congrès
lirmm-03365217v1
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EU H2020 NEURONN: Two-Dimensional Oscillatory Neural Networks for Energy Efficient Neuromorphic Computing
Aida Todri-Sanial
,
Stefania Carapezzi
,
Corentin Delacour
,
Madeleine Abernot
,
Eirini Karachristou
,
et al.
EFECS 2020 - European Forum for Electronic Components and Systems , Nov 2020, Brussels, Belgium
Communication dans un congrès
lirmm-03024126v1
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Oscillatory Neural Networks for Obstacle Avoidance on Mobile Surveillance Robot E4
Madeleine Abernot
,
Thierry Gil
,
Evgenii Kurylin
,
Tanguy Hardelin
,
Alexandre Magueresse
,
et al.
Communication dans un congrès
lirmm-03666874v1
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First-Principles Simulations of Vacancies and Grain Boundaries in Monolayer MoS2-Au Interfaces for Unconventional Computing Paradigm
Gabriele Boschetto
,
Stefania Carapezzi
,
Corentin Delacour
,
Madeleine Abernot
,
Thierry Gil
,
et al.
E-MRS 2022 - Spring Meeting of the European Materials Research Society , May 2022, Online Event, France
Communication dans un congrès
lirmm-03658097v1
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SIFT-ONN: SIFT Feature Detection Algorithm Employing ONNs for Edge Detection
Madeleine Abernot
,
Sylvain Gauthier
,
Théophile Gonos
,
Aida Todri
NICE 2023 - Neuro-Inspired Computational Elements Workshop , Apr 2023, San Antonio, TX, United States.
⟨10.1145/3584954.3584999⟩
Communication dans un congrès
hal-04007933v1
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Oscillatory Neural Networks for Edge AI Computing
Corentin Delacour
,
Stefania Carapezzi
,
Madeleine Abernot
,
Gabriele Boschetto
,
Nadine Azemard
,
et al.
Communication dans un congrès
lirmm-03229257v1
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