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

CORDIS provides links to public deliverables and publications of HORIZON projects.

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 (8)

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

In-memory reconstruction of compressively-sampled signals by nonlinear closed-loop analog circuits

Author(s): Piergiulio Mannocci, Giuseppe Falcone, Daniele Ielmini
Published in: 2025 IEEE International Symposium on Circuits and Systems (ISCAS), 2025
Publisher: IEEE
DOI: 10.1109/ISCAS56072.2025.11043795

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

Bio-Inspired Computing with Emerging Devices: Bridging 2D Materials and Neuromorphic Architectures

Author(s): Matteo Farronato, Piergiulio Mannocci, Alessandro Milozzi, Christian Monzio Compagnoni, Daniele Ielmini
Published in: 2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2025
Publisher: IEEE
DOI: 10.1109/ISVLSI65124.2025.11130347

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

Book chapters (1)

Analog Circuit Design for In-Memory Linear Algebra Accelerators

Author(s): Piergiulio Mannocci, Daniele Ielmini
Published in: SpringerBriefs in Applied Sciences and Technology, Special Topics in Information Technology, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-80268-3_5

Peer reviewed articles (6)

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

IEEE Transactions on Electron Devices

Author(s): D. Bridarolli; C. Zucchelli; P. Mannocci; S. Ricci; M. Farronato; G. Pedretti; Z. Sun; D. Ielmini
Published in: IEEE Transactions on Electron Devices, 2025, ISSN 0018-9383
Publisher: IEEE
DOI: 10.1109/TED.2025.3554472

Resistive Switching Random-Access Memory (RRAM): Applications and Requirements for Memory and Computing

Author(s): Daniele Ielmini, Giacomo Pedretti
Published in: Chemical Reviews, Issue 125, 2025, ISSN 0009-2665
Publisher: American Chemical Society (ACS)
DOI: 10.1021/ACS.CHEMREV.4C00845

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