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

Informacje na temat projektu

CROSSBRAIN

Identyfikator umowy o grant: 101070908

DOI

10.3030/101070908

Data podpisania przez KE 8 Lipca 2022

Data rozpoczęcia 1 Listopada 2022

Data zakończenia 31 Października 2026

Finansowanie w ramach

• The European Innovation Council (EIC)

Koszt całkowity

€ 4 034 152,50

Wkład UE

€ 4 034 074,30

Koordynowany przez

UNIVERSITA DEGLI STUDI DI ROMA TOR VERGATA
Italy

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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

Publikacje

Peer reviewed articles (21)

Computers in Biology and Medicine

Autorzy: Ferrante, Matteo; Boccato, Tommaso; Bargione, Stefano; Toschi, Nicola
Opublikowane w: Computers in Biology and Medicine, Numer 178, 2024, ISSN 0010-4825
Wydawca: Pergamon Press Ltd.
DOI: 10.48550/ARXIV.2309.07149

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

Autorzy: Tommaso Boccato; Matteo Ferrante; Andrea Duggento; Nicola Toschi
Opublikowane w: Neural Networks, Numer Volume 171, 2024, ISSN 0893-6080
Wydawca: Pergamon Press Ltd.
DOI: 10.48550/arxiv.2303.17925

Magnetoelectric nanodiscs enable wireless transgene-free neuromodulation

Autorzy: 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
Opublikowane w: Nature Nanotechnology, Numer Volume 20, 2024, ISSN 1748-3395
Wydawca: Springer, London
DOI: 10.1101/2023.12.24.573272

Computer Methods and Programs in Biomedicine

Autorzy: 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
Opublikowane w: Computer Methods and Programs in Biomedicine, Numer Volume 256, 2024, ISSN 0169-2607
Wydawca: 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

Autorzy: Alberto Perna, Gian Nicola Angotzi, Luca Berdondini, João Filipe Ribeiro
Opublikowane w: Frontiers in Neuroscience, Numer Volume 17, 2023, ISSN 1662-453X
Wydawca: Lausanne : Frontiers Research Foundation
DOI: 10.3389/fnins.2023.1275908

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

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

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

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

PLoS ONE

Autorzy: Galeote Checa, Gabriel; Panuccio, Gabriella; Linares-Barranco, Bernabe; Serrano Gotarredona, María Teresa; Canal-Alonso, Ángel
Opublikowane w: PloS ONE, 2025, ISSN 1932-6203
Wydawca: 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

Autorzy: 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
Opublikowane w: Computer Methods and Programs in Biomedicine, Numer 256, 2024, ISSN 1872-7565
Wydawca: Elsevier Ireland Ltd
DOI: 10.1016/J.CMPB.2024.108375

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

Autorzy: Alberto Perna, Gabor Orban, Luca Berdondini, Joao F. Ribeiro
Opublikowane w: IEEE Transactions on Biomedical Engineering, Numer 72, 2024, ISSN 0018-9294
Wydawca: 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.

Autorzy: Toschi, N., Duggento, A., Barbieri, R., Garcia, R. G., Fisher, H. P., Kettner, N. W., Napadow, V., & Sclocco, R.
Opublikowane w: Brain stimulation, Numer Volume 16, 2023, ISSN 1876-4754
Wydawca: 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

Autorzy: Matteo Ferrante, Tommaso Boccato, Nicola Toschi
Opublikowane w: Frontiers in Neuroinformatics, Numer 18, 2024, ISSN 1662-5196
Wydawca: Frontiers Media SA
DOI: 10.3389/FNINF.2024.1346723

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

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

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

Autorzy: Nicola Toschi; Andrea Duggento; Riccardo Barbieri; Ronald G. Garcia; Harrison P. Fisher; Norman W. Kettner; Vitaly Napadow; Roberta Sclocco
Opublikowane w: Brain Stimulation, Numer Volume 16, 2023, ISSN 1876-4754
Wydawca: Elsevier
DOI: 10.1016/J.BRS.2023.10.007

IEEE Access

Autorzy: Erfanijazi, Hamidreza; Camuñas-Mesa, Luis; Vianello, Elisa; Serrano-Gotarredona, Teresa; Linares-Barranco, Bernabé
Opublikowane w: IEEE Transactions on Circuits and Systems II: Express Briefs, 2024, ISSN 2169-3536
Wydawca: 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

Autorzy: Matteo Ferrante, Tommaso Boccato, Luca Passamonti, Nicola Toschi
Opublikowane w: Journal of Neural Engineering, Numer 21, 2024, ISSN 1741-2560
Wydawca: IOP Publishing
DOI: 10.1088/1741-2552/AD593C

Microfabrication Technologies for Nanoinvasive and High‐Resolution Magnetic Neuromodulation

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

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

Autorzy: Tommaso Boccato; Matteo Ferrante; Andrea Duggento; Nicola Toschi
Opublikowane w: Neurocomputing, Numer Volume 568, 2024, ISSN 0925-2312
Wydawca: Elsevier BV
DOI: 10.48550/arxiv.2209.02037

Human Brain Mapping

Autorzy: 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.
Opublikowane w: Human Brain Mapping, 2023, ISSN 1065-9471
Wydawca: 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

Autorzy: Alberto Perna, Gian Nicola Angotzi, Luca Berdondini, João Filipe Ribeiro
Opublikowane w: Frontiers in Neuroscience, Numer 17, 2023, ISSN 1662-453X
Wydawca: Frontiers Media SA
DOI: 10.3389/FNINS.2023.1275908

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

Autorzy: Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Opublikowane w: Imaging Neuroscience, Numer 2, 2024, ISSN 2837-6056
Wydawca: MIT Press
DOI: 10.1162/IMAG_A_00170

Conference proceedings (1)

Breaking the structure of multilayer perceptrons with complex topologies

Autorzy: Boccato T.; Ferrante M.; Duggento A.; Toschi N.
Opublikowane w: Proceedings of 40 th International Conference on Machine Learning, 2023
Wydawca: 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.