Distributed and federated cross-modality actuation through advanced nanomaterials and neuromorphic learning

Project Information

CROSSBRAIN

Grant agreement ID: 101070908

DOI

10.3030/101070908

EC signature date 8 July 2022

Start date 1 November 2022

End date 31 October 2026

Funded under

• The European Innovation Council (EIC)

Total cost

€ 4 034 152,50

EU contribution

€ 4 034 074,30

Coordinated by

UNIVERSITA DEGLI STUDI DI ROMA TOR VERGATA
Italy

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Deliverables

Documents, reports (2)

Project Website and logo

Development and operation of the project’s website

Dissemination Plan 1

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Data Management Plan (1)

Data Management Plan 1

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Publications

Peer reviewed articles (21)

Computers in Biology and Medicine

Author(s): Ferrante, Matteo; Boccato, Tommaso; Bargione, Stefano; Toschi, Nicola
Published in: Computers in Biology and Medicine, Issue 178, 2024, ISSN 0010-4825
Publisher: Pergamon Press Ltd.
DOI: 10.48550/ARXIV.2309.07149

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

Author(s): Tommaso Boccato; Matteo Ferrante; Andrea Duggento; Nicola Toschi
Published in: Neural Networks, Issue Volume 171, 2024, ISSN 0893-6080
Publisher: Pergamon Press Ltd.
DOI: 10.48550/arxiv.2303.17925

Magnetoelectric nanodiscs enable wireless transgene-free neuromodulation

Author(s): Ye Ji Kim; Noah Kent; Emmanuel Vargas Paniagua; Nicolette Driscoll; Anthony Tabet; Florian Koehler; Elian Malkin; Ethan Frey; Marie Manthey; Atharva Sahasrabudhe; Taylor M. Cannon; Keisuke Nagao; David Mankus; Margaret Bisher; Giovanni de Nola; Abigail Lytton-Jean; Lorenzo Signorelli; Danijela Gregurec; Polina Anikeeva
Published in: Nature Nanotechnology, Issue Volume 20, 2024, ISSN 1748-3395
Publisher: Springer, London
DOI: 10.1101/2023.12.24.573272

Computer Methods and Programs in Biomedicine

Author(s): Matteo Ferrante; Marianna Inglese; Ludovica Brusaferri; Alexander C. Whitehead; Lucia Maccioni; Federico E. Turkheimer; Maria A. Nettis; Valeria Mondelli; Oliver Howes; Marco L. Loggia; Mattia Veronese; Nicola Toschi
Published in: Computer Methods and Programs in Biomedicine, Issue Volume 256, 2024, ISSN 0169-2607
Publisher: Elsevier Ireland Ltd.
DOI: 10.1016/J.CMPB.2024.108375

Advancing the interfacing performances of chronically implantable neural probes in the era of CMOS neuroelectronics

Author(s): Alberto Perna, Gian Nicola Angotzi, Luca Berdondini, João Filipe Ribeiro
Published in: Frontiers in Neuroscience, Issue Volume 17, 2023, ISSN 1662-453X
Publisher: Lausanne : Frontiers Research Foundation
DOI: 10.3389/fnins.2023.1275908

A Compact Dual-Band Implantable Antenna for Wireless Biotelemetry in Arteriovenous Grafts

Author(s): Jungang Zhang; Rupam Das; Daniel Hoare; Huxi Wang; Afesomeh Ofiare; Nosrat Mirzai; John Mercer; Hadi Heidari
Published in: IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, Issue Volume 71, number 6, 2023, ISSN 0018-926X
Publisher: IEEE
DOI: 10.1109/tap.2023.3266786

Dynomics: A Novel and Promising Approach for Improved Breast Cancer Prognosis Prediction

Author(s): Inglese, M; Ferrante, M; Boccato, T; Conti, A; Pistolese, CA; Buonomo, OC; D'Angelillo, RM; Toschi, N
Published in: Journal of Personalized Medicine, 2023, ISSN 2075-4426
Publisher: MDPI AG, Basel, Switzerland
DOI: 10.3390/JPM13061004

PLoS ONE

Author(s): Galeote Checa, Gabriel; Panuccio, Gabriella; Linares-Barranco, Bernabe; Serrano Gotarredona, María Teresa; Canal-Alonso, Ángel
Published in: PloS ONE, 2025, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.5281/ZENODO.10154331

Physically informed deep neural networks for metabolite-corrected plasma input function estimation in dynamic PET imaging

Author(s): Matteo Ferrante; Marianna Inglese; Ludovica Brusaferri; Alexander C. Whitehead; Lucia Maccioni; Federico E. Turkheimer; Maria A. Nettis; Valeria Mondelli; Oliver Howes; Marco L. Loggia; Mattia Veronese; Nicola Toschi
Published in: Computer Methods and Programs in Biomedicine, Issue 256, 2024, ISSN 1872-7565
Publisher: Elsevier Ireland Ltd
DOI: 10.1016/J.CMPB.2024.108375

Force Measurements to Advance the Design and Implantation of CMOS-Based Neural Probes

Author(s): Alberto Perna, Gabor Orban, Luca Berdondini, Joao F. Ribeiro
Published in: IEEE Transactions on Biomedical Engineering, Issue 72, 2024, ISSN 0018-9294
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TBME.2024.3519763

Causal influence of brainstem response to transcutaneous vagus nerve stimulation on cardiovagal outflow.

Author(s): Toschi, N., Duggento, A., Barbieri, R., Garcia, R. G., Fisher, H. P., Kettner, N. W., Napadow, V., & Sclocco, R.
Published in: Brain stimulation, Issue Volume 16, 2023, ISSN 1876-4754
Publisher: New York : Elsevier
DOI: 10.1016/j.brs.2023.10.007

Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification

Author(s): Matteo Ferrante, Tommaso Boccato, Nicola Toschi
Published in: Frontiers in Neuroinformatics, Issue 18, 2024, ISSN 1662-5196
Publisher: Frontiers Media SA
DOI: 10.3389/FNINF.2024.1346723

A Fully Digital Relaxation-Aware Analog Programming Technique for HfOx RRAM Arrays

Author(s): Erfanijazi, Hamidreza; Camuñas-Mesa, Luis; Vianello, Elisa; Serrano-Gotarredona, Teresa; Linares-Barranco, Bernabé
Published in: IEEE Transactions on Circuits and Systems II: Express Briefs, Issue 8, vol.71, 2024, ISSN 1558-3791
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.5281/ZENODO.17131122

Causal influence of brainstem response to transcutaneous vagus nerve stimulation on cardiovagal outflow

Author(s): Nicola Toschi; Andrea Duggento; Riccardo Barbieri; Ronald G. Garcia; Harrison P. Fisher; Norman W. Kettner; Vitaly Napadow; Roberta Sclocco
Published in: Brain Stimulation, Issue Volume 16, 2023, ISSN 1876-4754
Publisher: Elsevier
DOI: 10.1016/J.BRS.2023.10.007

IEEE Access

Author(s): Erfanijazi, Hamidreza; Camuñas-Mesa, Luis; Vianello, Elisa; Serrano-Gotarredona, Teresa; Linares-Barranco, Bernabé
Published in: IEEE Transactions on Circuits and Systems II: Express Briefs, 2024, ISSN 2169-3536
Publisher: IEEE
DOI: 10.48550/ARXIV.2301.08516

Retrieving and reconstructing conceptually similar images from fMRI with latent diffusion models and a neuro-inspired brain decoding model

Author(s): Matteo Ferrante, Tommaso Boccato, Luca Passamonti, Nicola Toschi
Published in: Journal of Neural Engineering, Issue 21, 2024, ISSN 1741-2560
Publisher: IOP Publishing
DOI: 10.1088/1741-2552/AD593C

Microfabrication Technologies for Nanoinvasive and High‐Resolution Magnetic Neuromodulation

Author(s): Changhao Ge; Tahereh Masalehdan; Mahdieh Shojaei Baghini; Vicente Duran Toro; Lorenzo Signorelli; Hannah Thomson; Danijela Gregurec; Hadi Heidari
Published in: Advanced Science, Issue 11, 2024, ISSN 2198-3844
Publisher: John Wiley & Sons, Inc.
DOI: 10.1002/ADVS.202404254

4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs

Author(s): Tommaso Boccato; Matteo Ferrante; Andrea Duggento; Nicola Toschi
Published in: Neurocomputing, Issue Volume 568, 2024, ISSN 0925-2312
Publisher: Elsevier BV
DOI: 10.48550/arxiv.2209.02037

Human Brain Mapping

Author(s): Minosse S.; Picchi E.; Conti A.; di Giuliano F.; di Cio' F.; Sarmati L.; Teti E.; de Santis S.; Andreoni M.; Floris R.; Guerrisi M.; Garaci F.; Toschi N.
Published in: Human Brain Mapping, 2023, ISSN 1065-9471
Publisher: John Wiley & Sons, Inc.(Wiley)
DOI: 10.1002/HBM.26448

Advancing the interfacing performances of chronically implantable neural probes in the era of CMOS neuroelectronics

Author(s): Alberto Perna, Gian Nicola Angotzi, Luca Berdondini, João Filipe Ribeiro
Published in: Frontiers in Neuroscience, Issue 17, 2023, ISSN 1662-453X
Publisher: Frontiers Media SA
DOI: 10.3389/FNINS.2023.1275908

Through their eyes: Multi-subject brain decoding with simple alignment techniques

Author(s): Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Published in: Imaging Neuroscience, Issue 2, 2024, ISSN 2837-6056
Publisher: MIT Press
DOI: 10.1162/IMAG_A_00170

Conference proceedings (1)

Breaking the structure of multilayer perceptrons with complex topologies

Author(s): Boccato T.; Ferrante M.; Duggento A.; Toschi N.
Published in: Proceedings of 40 th International Conference on Machine Learning, 2023
Publisher: Proceedings of the 2 nd Annual Workshop on Topology, Algebra, and Geometry in Machine Learning (TAG-ML) at the 40 th International Conference on Machine Learning, Honolulu, Hawaii, USA. 2023.