Phase Change Materials for Energy Efficient Edge Computing

Información del proyecto

PHASTRAC

Identificador del acuerdo de subvención: 101092096

DOI

10.3030/101092096

Fecha de la firma de la CE 28 Octubre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 30 Junio 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 2 284 932,50

Aportación de la UE

€ 2 284 932,50

Coordinado por

TECHNISCHE UNIVERSITEIT EINDHOVEN
Netherlands

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (6)

Report on neural network training schemes with focus on their applicability to hardware and ONN training
Report on software simulation of selected online learning schemes and performance comparison to offline rules
Website, internal communication portal
Development of uniform VO2 oscillator arrays with low variability and power consumption
Report on modeling and simulation of novel devices
Communication and dissemination strategy

Publicaciones

Conference proceedings (15)

Implementation of FitzHugh-Nagumo Neurons using Nanoscale VO₂ Devices

Autores: Olivier Maher, Folkert Horst, Filip Sabo, Du Fancheng, Valeria Bragaglia, Siegfried Karg, Marilyne Sousa, Aida Todri-Sanial, Bert Jan Offrein
Publicado en: 2024 IEEE European Solid-State Electronics Research Conference (ESSERC), 2024
Editor: IEEE
DOI: 10.1109/ESSERC62670.2024.10719575

Benchmarking Max-Cut on Oscillatory Ising Machines with Kuramoto and van der Pol Oscillators

Autores: Filip Sabo, Aida Todri-Sanial
Publicado en: International Workshop on Ising Machines (IISM), 2024
Editor: IISM

Touch if it's transparent! ACTOR: Active Tactile-based Category-Level Transparent Object Reconstruction

Autores: Murali, Prajval Kumar; Porr, Bernd; Kaboli, Mohsen
Publicado en: 2023, ISSN 2153-0858
Editor: IEE
DOI: 10.1109/IROS55552.2023.10341680

Cryogenic Analog 1T-ReRAM with Enhanced Dynamic Range and Suppressed Noise for Cold Neural Networks

Autores: M.S. Ram, D. Lombardo, E. Zaccaria, D.F. Falcone, T. Stecconi, A. La Porta, M. Sousa, S. Reidt, A. Ferraris, C.B. Zota, V. Bragaglia, B. J. Offrein
Publicado en: 2024 IEEE International Electron Devices Meeting (IEDM), 2025
Editor: IEEE
DOI: 10.1109/IEDM50854.2024.10873313

Digital Implementation of On-Chip Hebbian Learning for Oscillatory Neural Network

Autores: E. Luhulima, M. Abernot, F. Corradi and A. Todri-Sanial
Publicado en: ISLPED, 2023, ISBN 979-8-3503-1175-4
Editor: IEEE
DOI: 10.1109/ISLPED58423.2023.10244501.

Multimodal Processing at the Edge

Autores: Edgar Edgar Leonard Marvin Luhulima, Filip Sabo, Aida Todri-Sanial
Publicado en: Smart Systems Integration (SSI), 2024
Editor: SSI

Advancements in Tactile Hand Gesture Recognition for Enhanced Human-Machine Interaction

Autores: Chiara Fumelli, Anirvan Dutta, Mohsen Kaboli
Publicado en: 2024 IEEE International Symposium on Robotic and Sensors Environments (ROSE), 2024
Editor: IEEE
DOI: 10.1109/ROSE62198.2024.10590799

Compact Model of Conductive-Metal-Oxide/HfO_x Analog Filamentary ReRAM Devices

Autores: Matteo Galetta, Donato Francesco Falcone, Stephan Menzel, Antonio La Porta, Tommaso Stecconi, Wooseok Choi, Bert Jan Offrein, Valeria Bragaglia
Publicado en: 2024 IEEE European Solid-State Electronics Research Conference (ESSERC), 2024
Editor: IEEE
DOI: 10.1109/ESSERC62670.2024.10719489

ClassONN: Classification with Oscillatory Neural Networks Using the Kuramoto Model

Autores: Filip Sabo, Aida Todri-Sanial
Publicado en: Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024, ISSN 1558-1101
Editor: IEEE
DOI: 10.23919/DATE58400.2024.10546829

Hardware Implementation of Ring Oscillator Networks Coupled by BEOL Integrated ReRAM for Associative Memory Tasks

Autores: Wooseok Choi, Thomas Van Bodegraven, Jelle Verest, Olivier Maher, Donato F. Falcone, Antonio La Porta, Daniel Jubin, Bert J. Offrein, Siegfried Karg, Valeria Bragaglia, Aida Todri-Sanial
Publicado en: 2025 IEEE International Memory Workshop (IMW), 2025
Editor: IEEE
DOI: 10.1109/IMW61990.2025.11026987

Read Noise Analysis in Analog Conductive-Metal-Oxide/HfO_x ReRAM Devices

Autores: Davide G. F. Lombardo, Mamidala Saketh Ram, Tommaso Stecconi, Wooseok Choi, Antonio La Porta, Donato F. Falcone, Bert Offrein, Valeria Bragaglia
Publicado en: 2024 Device Research Conference (DRC), 2024
Editor: IEEE
DOI: 10.1109/DRC61706.2024.10643760

Building oscillatory neural networks: AI applications and physical design challenges

Autores: Aida Todri-Sanial
Publicado en: ACM ISPD 2023, 2023, ISSN 2161-4407
Editor: ACM ISPD 2023
DOI: 10.1145/3569052.3578913

Push to know! - Visuo-Tactile based Active Object Parameter Inference with Dual Differentiable Filtering

Autores: Anirvan Dutta, Etienne Burdet and Mohsen Kaboli
Publicado en: 2023, ISBN 978-1-6654-9190-7
Editor: IEEE
DOI: 10.48550/arXiv.2308.01001

Visuo-Tactile Based Predictive Cross Modal Perception for Object Exploration in Robotics

Autores: Anirvan Dutta, Etienne Burdet, Mohsen Kaboli
Publicado en: 2024 IEEE International Symposium on Robotic and Sensors Environments (ROSE), 2024
Editor: IEEE
DOI: 10.1109/ROSE62198.2024.10590901

GMCR: Graph-based Maximum Consensus Estimation for Point Cloud Registration

Autores: Michael Gentner; Prajval Kumar Murali; Mohsen Kaboli
Publicado en: Crossref, 2023, ISBN 979-8-3503-2365-8
Editor: IEEE
DOI: 10.1109/icra48891.2023.10161215

Peer reviewed articles (5)

Shared visuo-tactile interactive perception for robust object pose estimation

Autores: Prajval Kumar Murali, Bernd Porr, Mohsen Kaboli
Publicado en: The International Journal of Robotics Research, Edición 44, 2025, ISSN 0278-3649
Editor: SAGE Publications
DOI: 10.1177/02783649241301443

Conductive metal oxide and hafnium oxide bilayer resistive random-access memory: An <i>ab initio</i> study

Autores: Antoine Honet, Aida Todri-Sanial
Publicado en: Journal of Applied Physics, Edición 137, 2025, ISSN 0021-8979
Editor: AIP Publishing
DOI: 10.1063/5.0246959

Roadmap for unconventional computing with nanotechnology

Autores: Giovanni Finocchio, Jean Anne C Incorvia, Joseph S Friedman, Qu Yang, Anna Giordano, Julie Grollier, Hyunsoo Yang, Florin Ciubotaru, Andrii V Chumak, Azad J Naeemi, Sorin D Cotofana, Riccardo Tomasello, Christos Panagopoulos, Mario Carpentieri, Peng Lin,
Publicado en: Nano Futures, 2024, ISSN 2399-1984
Editor: IOP Publishing
DOI: 10.1088/2399-1984/ad299a

ViTract: Robust Object Shape Perception via Active Visuo-Tactile Interaction

Autores: Anirvan Dutta, Etienne Burdet, Mohsen Kaboli
Publicado en: IEEE Robotics and Automation Letters, Edición 9, 2024, ISSN 2377-3766
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/LRA.2024.3483037

Computing with oscillators from theoretical underpinnings to applications and demonstrators

Autores: Todri-Sanial, Aida; Delacour, Corentin; Abernot, Madeleine; Sabo, Filip
Publicado en: npj Unconventional Computing, 2024, ISSN 3004-8672
Editor: Springer Nature
DOI: 10.1038/S44335-024-00015-Z

Other (2)

Conductive metal oxide and hafnium oxide bilayer ReRAM: an ab initio study

Autores: Antoine Honet, Aida Todri-Sanial
Publicado en: arXiv, 2024
Editor: arXiv

Predictive Visuo-Tactile Interactive Perception Framework for Object Properties Inference

Autores: Anirvan Dutta; Etienne Burdet; Mohsen Kaboli
Publicado en: IEEE Transactions on Robotics, 2025
DOI: 10.48550/ARXIV.2411.09020