ANalogue In-Memory computing with Advanced device TEchnology

Project Information

ANIMATE

Grant agreement ID: 101054098

DOI

10.3030/101054098

EC signature date 26 October 2022

Start date 1 May 2023

End date 30 April 2028

Funded under

• European Research Council (ERC)

Total cost

€ 2 498 868,00

EU contribution

€ 2 498 868,00

Coordinated by

POLITECNICO DI MILANO
Italy

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Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (6)

Drift Compensation in Multilevel PCM for in-Memory Computing Accelerators

Author(s): Pistolesi, Letizia; Glukhov, Artem; Gracia Herranz, Amadeo de; López Vallejo, Marisa; Carissimi, Marcella; Pasotti, Marco; Rolandi, Pier Luigi; Redaelli, Andrea; Muñoz Martín, Irene; Bianchi, Stefano; Bonfanti, Andrea; Ielmini, Daniele
Published in: 2024 IEEE International Reliability Physics Symposium (IRPS), 2024
Publisher: IEEE
DOI: 10.1109/IRPS48228.2024.10529438

An SRAM-based reconfigurable analog in-memory computing circuit for solving linear algebra problems

Author(s): P. Mannocci, E. Melacarne, A. Pezzoli, G. Pedretti, C. Villa, F. Sancandi, U. Spagnolini, D. Ielmini
Published in: 2023 International Electron Devices Meeting (IEDM), 2024
Publisher: IEEE
DOI: 10.1109/IEDM45741.2023.10413724

An Ultrafast (< 200 ns) Sparse Solution Solver made by HfWO_x/VO_y Threshold Tunable Neurons

Author(s): Zirui Chen, Yue Zhou, Hanxi Xu, Yaoyao Fu, Yi Li, Y. He, X.-S. Miao, Piergiulio Mannocci, Daniele Ielmini
Published in: 2023 International Electron Devices Meeting (IEDM), 2024
Publisher: IEEE
DOI: 10.1109/IEDM45741.2023.10413700

Low-energy, high-accuracy convolutional network inference in 3D crosspoint (3DXP) arrays

Author(s): F. Carletti, M. Farronato, N. Lepri, I. Tortorelli, A. Pirovano, P. Fantini, D. Ielmini
Published in: 2024 IEEE European Solid-State Electronics Research Conference (ESSERC), 2024
Publisher: IEEE
DOI: 10.1109/ESSERC62670.2024.10719497

High-Density Multilevel 3D Vertical Resistive Switching Memory (VRRAM) for Massively Parallel in-Memory Computing

Author(s): D. Bridarolli, C. Zucchelli, P. Mannocci, S. Ricci, M. Farronato, G. Pedretti, Z. Sun, D. Ielmini
Published in: 2024 IEEE International Electron Devices Meeting (IEDM), 2025
Publisher: IEEE
DOI: 10.1109/IEDM50854.2024.10873537

Closed-Loop In-Memory Computing for Energy-Efficient Matrix Eigendecomposition

Author(s): Piergiulio Mannocci, Elisabetta Giannone, Daniele Ielmini
Published in: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024
Publisher: IEEE
DOI: 10.1109/METROXRAINE58569.2023.10405821

Peer reviewed articles (4)

Differential Phase Change Memory (PCM) Cell for Drift-Compensated In-Memory Computing

Author(s): L. Pistolesi, L. Ravelli, A. Glukhov, A. de Gracia Herranz, M. Lopez-Vallejo, M. Carissimi, M. Pasotti, P. L. Rolandi, A. Redaelli, I. Muñoz Martín, S. Bianchi, A. Bonfanti, D. Ielmini
Published in: IEEE Transactions on Electron Devices, Issue 71, 2024, ISSN 0018-9383
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TED.2024.3480898

A Generalized Block-Matrix Circuit for Closed-Loop Analog In-Memory Computing

Author(s): Mannocci, P; Ielmini, D
Published in: IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 2023, ISSN 2329-9231
Publisher: IEEE
DOI: 10.1109/JXCDC.2023.3265803

In-Memory Principal Component Analysis by Analogue Closed-Loop Eigendecomposition

Author(s): Piergiulio Mannocci; Elisabetta Giannone; Daniele Ielmini
Published in: IEEE Transactions on Circuits and Systems II: Express Briefs, 2024, ISSN 1549-7747
Publisher: IEEE
DOI: 10.1109/TCSII.2023.3334958

Seizure detection via reservoir computing in MoS ₂ -based charge trap memory devices

Author(s): Matteo Farronato; Piergiulio Mannocci; Alessandro Milozzi; Christian Monzio Compagnoni; Alessandro Barcellona; Andrea Arena; Marco Crepaldi; Gabriella Panuccio; Daniele Ielmini
Published in: Science Advances, 2025, ISSN 2375-2548
Publisher: AAAS
DOI: 10.1126/SCIADV.ADR3241