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Aida Todri-Sanial

43
Documents
Identifiants chercheurs
  • IdHAL todri
  • ResearcherId : M-5156-2013
  • ORCID 0000-0001-8573-2910
  • Google Scholar : https://scholar.google.fr/citations?user=-awivq4AAAAJ&hl=en
  • IdRef : 235598879
  • ResearcherId : http://www.researcherid.com/rid/M-5156-2013

Présentation

Welcome page! Personnal website: [https://www.lirmm.fr/aida-todri-sanial](https://www.lirmm.fr/~todri)
Website: [https://www.lirmm.fr/aida-todri-sanial](https://www.lirmm.fr/~todri)

Publications

712916
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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
Neural Computing and Applications, 2023, 35, pp.18505-18518. ⟨10.1007/s00521-023-08672-0⟩
Article dans une revue hal-04125593v1
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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
Frontiers in Neuroscience, 2023, 17, pp.119679. ⟨10.3389/fnins.2023.1196796⟩
Article dans une revue hal-04129945v1
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Simulation and implementation of two-layer oscillatory neural networks for image edge detection: bidirectional and feedforward architectures

Madeleine Abernot , Aida Todri-Sanial
Neuromorphic Computing and Engineering, 2023, 3, pp.014006. ⟨10.1088/2634-4386/acb2ef⟩
Article dans une revue lirmm-03817195v1
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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
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33 (5), pp.1996-2009. ⟨10.1109/TNNLS.2021.3107771⟩
Article dans une revue lirmm-03164135v1

Réseaux de neurones oscillants pour des calculs économes en énergie

Madeleine Abernot , Gabriele Boschetto , Stefania Carapezzi , Corentin Delacour , Thierry Gil
Techniques de l'Ingénieur, 2022, TIP402WEB (h5040), ⟨10.51257/a-v1-h5040⟩
Article dans une revue lirmm-03891853v1
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Role of ambient temperature in modulation of behavior of vanadium dioxide volatile memristors and oscillators for neuromorphic applications

Stefania Carapezzi , Corentin Delacour , Andrew Plews , Ahmed Nejim , Siegfried Karg
Scientific Reports, 2022, 12 (1), pp.19377. ⟨10.1038/s41598-022-23629-4⟩
Article dans une revue hal-03936310v1

Advanced Design Methods From Materials and Devices to Circuits for Brain-Inspired Oscillatory Neural Networks for Edge Computing

Stefania Carapezzi , Gabriele Boschetto , Corentin Delacour , Elisabetta Corti , Andrew Plews
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2021, 11 (4), pp.586-596. ⟨10.1109/JETCAS.2021.3128756⟩
Article dans une revue lirmm-03231504v1
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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
Frontiers in Neuroscience, 2021, 15, pp.#713054. ⟨10.3389/fnins.2021.713054⟩
Article dans une revue lirmm-03185020v1
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Mapping Hebbian Learning Rules to Coupling Resistances for Oscillatory Neural Networks

Corentin Delacour , Aida Todri-Sanial
Frontiers in Neuroscience, 2021, 15, pp.#694549. ⟨10.3389/fnins.2021.694549⟩
Article dans une revue lirmm-03197299v1
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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

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

Beyond CMOS Sensory Neuron Devices Based on Vanadium Dioxide for In-Sensory Computing

Stefania Carapezzi , Gabriele Boschetto , Aida Todri-Sanial
2023 MRS Spring Meeting & Exhibit, Apr 2023, San Francisco (CA), United States
Communication dans un congrès lirmm-04093332v1
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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
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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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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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 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

Electrothermal Simulations of Synchronization Dynamics of Coupled Beyond-CMOS Vanadium Dioxide Oscillators for Neuromorphic Computing Applications

Stefania Carapezzi , Corentin Delacour , Aida Todri-Sanial
MRS 2022 Spring Meeting & Exhibit, Materials Research Society, May 2022, Honolulu, United States
Communication dans un congrès lirmm-03610810v1

VO2 oscillators on Si platform for neuromorphic computing applications

Stefania Carapezzi , Elisabetta Corti , Gabriele Boschetto , Siegfried Karg , Aida Todri-Sanial
E-MRS 2021 - Fall Meeting of the European Materials Research Society, Sep 2021, Warsaw, Poland
Communication dans un congrès lirmm-03270170v1

Beyond-CMOS vanadium dioxide devices and oscillators for brain-like information processing

Stefania Carapezzi , Gabriele Boschetto , Siegfried Karg , Aida Todri-Sanial
E-MRS 2021 - Fall Meeting of the European Materials Research Society, Materials Research Society, Dec 2021, Boston, MA, United States
Communication dans un congrès lirmm-03270246v1
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Energy Efficient Neuromorphic Computing with beyond-CMOS Oscillatory Neural Networks

Corentin Delacour , Stefania Carapezzi , Gabriele Boschetto , Aida Todri-Sanial
ICONS 2021 - International Conference on Neuromorphic Systems, Jul 2021, Oak Ridge (Virtual), United States
Communication dans un congrès lirmm-03229262v1
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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
EPoSS Annual Forum 2021, Oct 2021, Freiburg im Breisgau, Germany
Communication dans un congrès lirmm-03354108v1
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Frequency Injection Locking-Controlled Oscillations for Synchronized Operations in VO2 Crossbar Devices

Elisabetta Corti , Corentin Delacour , Aida Todri-Sanial , Siegfried Karg
DRC 2021 - 79th Device Research Conference, Jun 2021, Santa Barbara (Virtual), United States. pp.1-2, ⟨10.1109/DRC52342.2021.9467129⟩
Communication dans un congrès lirmm-03197330v1
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Energy Consumption and Electronic Devices: Why we need to re-think chip design for AI?

Aida Todri-Sanial
Venue Parcours Recherche Ingénieur (PRI), 2021, Montpellier, France
Communication dans un congrès lirmm-03354075v1
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Quantum Mechanical Simulations of 2D Materials for Unconventional Computing and Biosensing Applications

Gabriele Boschetto , Stefania Carapezzi , Aida Todri-Sanial
MC 2021 - 15th International Conference on Materials Chemistry, Jul 2021, Online Event, Ireland
Communication dans un congrès lirmm-03220960v1
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Oscillatory Neural Networks for Edge AI Computing

Corentin Delacour , Stefania Carapezzi , Madeleine Abernot , Gabriele Boschetto , Nadine Azemard
ISVLSI 2021 - IEEE Computer Society Annual Symposium on VLSI, Jul 2021, Tampa, United States. pp.326-331, ⟨10.1109/ISVLSI51109.2021.00066⟩
Communication dans un congrès lirmm-03229257v1
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Multi-Scale Modeling and Simulation Flow for Oscillatory Neural Networks for Edge Computing

Stefania Carapezzi , Corentin Delacour , Gabriele Boschetto , Elisabetta Corti , Madeleine Abernot
NEWCAS 2021 - 19th IEEE International New Circuits and Systems Conference, Jun 2021, Toulon, France. ⟨10.1109/NEWCAS50681.2021.9462761⟩
Communication dans un congrès lirmm-03197160v1
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Energy Efficient Neuromorphic Computing with Oscillatory Neural Networks

Aida Todri-Sanial
E-MRS 2021 - Fall Meeting of the European Materials Research Society, Dec 2021, Boston, MA, United States
Communication dans un congrès lirmm-03363877v1
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2D Nanomaterials for Advancing Neuromorphic Computing

Aida Todri-Sanial
2DMAT 2021 - Global Summit and Expo on Graphene and 2D Materials, Aug 2021, Paris, France. pp.106
Communication dans un congrès lirmm-03354059v1

Beyond CMOS Devices for Low-Power Oscillatory Neural Networks for Edge AI Computing

Stefania Carapezzi , Gabriele Boschetto , Corentin Delacour , Madeleine Abernot , Thierry Gil
Albany Nanotechnology Symposium, 2021, New York, United States
Communication dans un congrès lirmm-03365217v1
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NeurONN: Neuromorphic Computing for Artificial Intelligence at the Edge

Stefania Carapezzi , Madeleine Abernot , Corentin Delacour , Nadine Azemard , Jérémie Salles
3rd AI Compute Symposium (IBM IEEE CAS/EDS), Oct 2020, Zurich (virtual), Switzerland
Communication dans un congrès lirmm-03009213v1
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NeurONN: Neuromorphic Computing with Oscillatory Neural Networks

Aida Todri-Sanial
Phase-Change Switch Workshop, 2020, Virtual, France
Communication dans un congrès lirmm-03098863v1
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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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Neuromorphic Computing based on Oscillatory Neural Networks

Aida Todri-Sanial
SOPHI.A SUMMIT, Nov 2020, Sophia Antipolis, France
Communication dans un congrès lirmm-03022129v1
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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
EFECS 2020 - European Forum for Electronic Components and Systems, Nov 2020, Brussels, Belgium
Communication dans un congrès lirmm-03024126v1

Digital Oscillatory Neural Networks for AI Edge Applications

Madeleine Abernot , Nadine Azemard , Aida Todri-Sanial
17e Colloque National du GDR SoC², Jun 2023, Lyon, France
Poster de conférence hal-04129966v1

TCAD Modeling of Response Characteristics of VO2-Based Sensory Neuron

Stefania Carapezzi , Aida Todri-Sanial
ANS 2022 - Albany Nanotechnology Symposium, Nov 2022, Albany, NY, United States.
Poster de conférence hal-03936349v1
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Solving the Travelling Salesman Problem in Continuous Phase Domain with Neuromorphic Oscillatory Neural Networks

Corentin Delacour , Aida Todri-Sanial
AI, Neuroscience and Hardware: From Neural to Artificial Systems and Back Again, Sep 2022, Bonn, Germany.
Poster de conférence hal-03846335v1
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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
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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EU H2020 NEURONN: 2D Oscillatory Neural Networks For Energy Efficient Neuromorphic Computing

Stefania Carapezzi , Gabriele Boschetto , Corentin Delacour , Madeleine Abernot , Thierry Gil
15ème Colloque National du GDR SoC², Jun 2021, Rennes, France. , 2021
Poster de conférence lirmm-03270397v1