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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

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 , et al.
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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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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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.
Neuromorphic Computing and Engineering, 2023, 3, pp.034004. ⟨10.1088/2634-4386/ace9f5⟩
Article dans une revue lirmm-04290523v1
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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

Modeling Insulator-to-Metal Transition for Simulation of Oscillators based on Vanadium Dioxide for Applications in Neuromorphic Computing

 Stefania Carapezzi , Aida Todri-Sanial
2021
Autre publication scientifique hal-03402235v1
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Supported Pt Nanoclusters on Single-Layer MoS2 for the Detection of Cortisol: From Atomistic Scale to Device Modeling

 Gabriele Boschetto , Stefania Carapezzi , Aida Todri-Sanial
ACS Applied Electronic Materials, 2023, 5 (6), pp.2977-2987. ⟨10.1021/acsaelm.2c01722⟩
Article dans une revue lirmm-04058178v1
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Capillary-force-driven self-assembly of carbon nanotubes: from ab initio calculations to modeling of self-assembly

 Stefania Carapezzi , Gabriele Boschetto , Aida Todri-Sanial
Nanoscale Advances, 2022, 4 (19), pp.4131-4137. ⟨10.1039/D2NA00295G⟩
Article dans une revue hal-03777645v1
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How fast can vanadium dioxide neuron-mimicking devices oscillate? Physical mechanisms limiting the frequency of vanadium dioxide oscillators

 Stefania Carapezzi , Andrew Plews , Gabriele Boschetto , Ahmed Nejim , Siegfried Karg , et al.
Neuromorphic Computing and Engineering, 2023, 3 (3), pp.034010. ⟨10.1088/2634-4386/acf2bf⟩
Article dans une revue lirmm-04230790v1
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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

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

Simulations of Volatile Memristors Based on Vanadium Dioxide: Linking Material Properties to the Dynamics of Neuromorphic Circuits

 Stefania Carapezzi , Gabriele Boschetto , Corentin Delacour , Aida Todri-Sanial
MRS 2022 Fall Meeting, Nov 2022, Boston, United States
Communication dans un congrès hal-03762103v1
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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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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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Graphene and Carbon Nanotubes for Electronics Nanopackaging

 Gabriele Boschetto , Stefania Carapezzi , Aida Todri-Sanial
IEEE Open Journal of Nanotechnology, 2021, 2, pp.120-128. ⟨10.1109/OJNANO.2021.3127652⟩
Article dans une revue lirmm-03430793v1

Réseaux de neurones oscillants pour des calculs économes en énergie

 Madeleine Abernot , Gabriele Boschetto , Stefania Carapezzi , Corentin Delacour , Thierry Gil , et al.
Techniques de l'Ingénieur, 2022, TIP402WEB (h5040), ⟨10.51257/a-v1-h5040⟩
Article dans une revue lirmm-03891853v1

Multi-Scale Investigation of Self-Assembly Induced by Capillary-Forces in Arrays of Carbon Nanotubes—From Density Functional Theory to Gecko’s Effect

 Stefania Carapezzi , Gabriele Boschetto , Aida Todri-Sanial
2023 MRS Spring Meeting & Exhibit, Apr 2023, San Francisco (CA), United States
Poster de conférence lirmm-04093664v1
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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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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

Design, Fabrication, and In-Vivo Characterization of Strain Sensors Based on 1D Nanomaterials for Health Monitoring Wearable Devices

 Gabriele Boschetto , Xu Tieying , Mohamad Yehya , Stefania Carapezzi , Jérôme Thireau , et al.
2021
Pré-publication, Document de travail lirmm-03363934v1

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

MoS2 for Unconventional Computing and Biosensing Applications: A First Principles Study

 Gabriele Boschetto , Stefania Carapezzi , Aida Todri-Sanial
JTMS 2021 - Journées "Théorie, Modélisation et Simulation", Dec 2021, Rennes, France.
Poster de conférence lirmm-03482154v1
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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

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

TCAD Electrothermal Simulations of Beyond-CMOS VO2 temperature-sensing neuron devices

 Stefania Carapezzi , Aida Todri-Sanial
MEMRISYS 2022 - 5th International Conference on Memristive Materials, Devices & Systems, Nov 2022, Boston, MA, United States. 2022
Poster de conférence hal-03936388v1
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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 , et al.
Scientific Reports, 2022, 12 (1), pp.19377. ⟨10.1038/s41598-022-23629-4⟩
Article dans une revue hal-03936310v1
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EU H2020 NeurONN: Two-Dimensional Oscillatory Neural Networks for Energy Efficient Neuromorphic Computing

 Aida Todri-Sanial , Thierry Gil , Nadine Azemard , Jérémie Salles , Eirini Karachristou , et al.
EuroNanoForum 2021, May 2021, Braga, Portugal
Poster de conférence hal-03364335v1
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Oscillatory Neural Networks for Edge AI Computing

 Corentin Delacour , Stefania Carapezzi , Madeleine Abernot , Gabriele Boschetto , Nadine Azemard , et al.
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 , et al.
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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First Principles Simulations of MoS2 Towards the Non-Enzymatic Sensing of Cortisol

 Gabriele Boschetto , Stefania Carapezzi , Aida Todri-Sanial
Graphene 2021 - 11th European Conference in Graphene and 2D Materials, Oct 2021, Grenoble, France
Communication dans un congrès lirmm-03363969v1
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