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

Informazioni relative al progetto

CROSSBRAIN

ID dell’accordo di sovvenzione: 101070908

DOI

10.3030/101070908

Data della firma CE 8 Luglio 2022

Data di avvio 1 Novembre 2022

Data di completamento 31 Ottobre 2026

Finanziato da

• The European Innovation Council (EIC)

Costo totale

€ 4 034 152,50

Contributo UE

€ 4 034 074,30

Coordinato da

UNIVERSITA DEGLI STUDI DI ROMA TOR VERGATA
Italy

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (6)

Project Website and logo

Development and operation of the project’s website

Dissemination Plan 1

Define the Dissemination Plan

Production of hybrid polypyrrole hydrogels composites

Report on the preparation and characterisation of composite charged hydrogels with capacity of changing charge, swelling, and delivering ions and viral vectors.

Production of multiferroics and nanoheaters

Report on the optimisation of multiferroics and nanoheaters for neuron stimulation

Report on fully characterised, fabricated antenna and midfield transmitter for controller unit

RF Antenna fabrication and initial mechanical, electrical and electromagnetic characterisation. Conformal midfield transmitter designing and fabrications for WPT.

Report on Computational SNN architecture

Report on data exchange and algorithm prototyping in software, SNN architecture of the central node together with learning algorithm.

Data Management Plan (2)

Data Management Plan 1

Define the Data Management Plan

Update of the Data Management plan (a)

Define the revised Data Management Plan

Pubblicazioni

Peer reviewed articles (21)

Computers in Biology and Medicine

Autori: Ferrante, Matteo; Boccato, Tommaso; Bargione, Stefano; Toschi, Nicola
Pubblicato in: Computers in Biology and Medicine, Numero 178, 2024, ISSN 0010-4825
Editore: Pergamon Press Ltd.
DOI: 10.48550/ARXIV.2309.07149

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

Autori: Tommaso Boccato; Matteo Ferrante; Andrea Duggento; Nicola Toschi
Pubblicato in: Neural Networks, Numero Volume 171, 2024, ISSN 0893-6080
Editore: Pergamon Press Ltd.
DOI: 10.48550/arxiv.2303.17925

Magnetoelectric nanodiscs enable wireless transgene-free neuromodulation

Autori: 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
Pubblicato in: Nature Nanotechnology, Numero Volume 20, 2024, ISSN 1748-3395
Editore: Springer, London
DOI: 10.1101/2023.12.24.573272

Computer Methods and Programs in Biomedicine

Autori: 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
Pubblicato in: Computer Methods and Programs in Biomedicine, Numero Volume 256, 2024, ISSN 0169-2607
Editore: 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

Autori: Alberto Perna, Gian Nicola Angotzi, Luca Berdondini, João Filipe Ribeiro
Pubblicato in: Frontiers in Neuroscience, Numero Volume 17, 2023, ISSN 1662-453X
Editore: Lausanne : Frontiers Research Foundation
DOI: 10.3389/fnins.2023.1275908

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

Autori: Jungang Zhang; Rupam Das; Daniel Hoare; Huxi Wang; Afesomeh Ofiare; Nosrat Mirzai; John Mercer; Hadi Heidari
Pubblicato in: IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, Numero Volume 71, number 6, 2023, ISSN 0018-926X
Editore: IEEE
DOI: 10.1109/tap.2023.3266786

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

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

PLoS ONE

Autori: Galeote Checa, Gabriel; Panuccio, Gabriella; Linares-Barranco, Bernabe; Serrano Gotarredona, María Teresa; Canal-Alonso, Ángel
Pubblicato in: PloS ONE, 2025, ISSN 1932-6203
Editore: 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

Autori: 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
Pubblicato in: Computer Methods and Programs in Biomedicine, Numero 256, 2024, ISSN 1872-7565
Editore: Elsevier Ireland Ltd
DOI: 10.1016/J.CMPB.2024.108375

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

Autori: Alberto Perna, Gabor Orban, Luca Berdondini, Joao F. Ribeiro
Pubblicato in: IEEE Transactions on Biomedical Engineering, Numero 72, 2024, ISSN 0018-9294
Editore: 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.

Autori: Toschi, N., Duggento, A., Barbieri, R., Garcia, R. G., Fisher, H. P., Kettner, N. W., Napadow, V., & Sclocco, R.
Pubblicato in: Brain stimulation, Numero Volume 16, 2023, ISSN 1876-4754
Editore: 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

Autori: Matteo Ferrante, Tommaso Boccato, Nicola Toschi
Pubblicato in: Frontiers in Neuroinformatics, Numero 18, 2024, ISSN 1662-5196
Editore: Frontiers Media SA
DOI: 10.3389/FNINF.2024.1346723

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

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

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

Autori: Nicola Toschi; Andrea Duggento; Riccardo Barbieri; Ronald G. Garcia; Harrison P. Fisher; Norman W. Kettner; Vitaly Napadow; Roberta Sclocco
Pubblicato in: Brain Stimulation, Numero Volume 16, 2023, ISSN 1876-4754
Editore: Elsevier
DOI: 10.1016/J.BRS.2023.10.007

IEEE Access

Autori: Erfanijazi, Hamidreza; Camuñas-Mesa, Luis; Vianello, Elisa; Serrano-Gotarredona, Teresa; Linares-Barranco, Bernabé
Pubblicato in: IEEE Transactions on Circuits and Systems II: Express Briefs, 2024, ISSN 2169-3536
Editore: 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

Autori: Matteo Ferrante, Tommaso Boccato, Luca Passamonti, Nicola Toschi
Pubblicato in: Journal of Neural Engineering, Numero 21, 2024, ISSN 1741-2560
Editore: IOP Publishing
DOI: 10.1088/1741-2552/AD593C

Microfabrication Technologies for Nanoinvasive and High‐Resolution Magnetic Neuromodulation

Autori: Changhao Ge; Tahereh Masalehdan; Mahdieh Shojaei Baghini; Vicente Duran Toro; Lorenzo Signorelli; Hannah Thomson; Danijela Gregurec; Hadi Heidari
Pubblicato in: Advanced Science, Numero 11, 2024, ISSN 2198-3844
Editore: John Wiley & Sons, Inc.
DOI: 10.1002/ADVS.202404254

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

Autori: Tommaso Boccato; Matteo Ferrante; Andrea Duggento; Nicola Toschi
Pubblicato in: Neurocomputing, Numero Volume 568, 2024, ISSN 0925-2312
Editore: Elsevier BV
DOI: 10.48550/arxiv.2209.02037

Human Brain Mapping

Autori: 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.
Pubblicato in: Human Brain Mapping, 2023, ISSN 1065-9471
Editore: 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

Autori: Alberto Perna, Gian Nicola Angotzi, Luca Berdondini, João Filipe Ribeiro
Pubblicato in: Frontiers in Neuroscience, Numero 17, 2023, ISSN 1662-453X
Editore: Frontiers Media SA
DOI: 10.3389/FNINS.2023.1275908

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

Autori: Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Pubblicato in: Imaging Neuroscience, Numero 2, 2024, ISSN 2837-6056
Editore: MIT Press
DOI: 10.1162/IMAG_A_00170

Conference proceedings (1)

Breaking the structure of multilayer perceptrons with complex topologies

Autori: Boccato T.; Ferrante M.; Duggento A.; Toschi N.
Pubblicato in: Proceedings of 40 th International Conference on Machine Learning, 2023
Editore: 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.