Publications

Publications for Project 101070908

Breaking the structure of multilayer perceptrons with complex topologies

Authors: Boccato T.; Ferrante M.; Duggento A.; Toschi N.
Title of Journal or equivalent: Proceedings of 40 th International Conference on Machine Learning
Type: Publication in conference proceeding/workshop
Link to publication: https://hdl.handle.net/2108/403503
Deposited publications: https://art.torvergata.it/handle/2108/403503

Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer

Authors: Inglese, M; Ferrante, M; Duggento, A; Boccato, T; Toschi, N
Title of Journal or equivalent: Human Brain Mapping
Type: Article in Journal
Link to publication: https://ieeexplore.ieee.org/document/10109670
Deposited publications: https://hdl.handle.net/2108/345397

Multishell diffusion MRI reveals whole-brain white matter changes in HIV

Authors: 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.
Title of Journal or equivalent: Human Brain Mapping
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1002/hbm.26448
Deposited publications: https://hdl.handle.net/2108/403488

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

Authors: Inglese, M; Ferrante, M; Boccato, T; Conti, A; Pistolese, CA; Buonomo, OC; D’Angelillo, RM; Toschi, N
Title of Journal or equivalent: Journal of Personalized Medicine
Type: Article in Journal
Link to publication: https://dx.doi.org/10.3390/jpm13061004
Deposited publications: https://hdl.handle.net/11563/190552

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

Authors: Erfanijazi, Hamidreza; Camuñas-Mesa, Luis; Vianello, Elisa; Serrano-Gotarredona, Teresa; Linares-Barranco, Bernabé
Title of Journal or equivalent: IEEE Transactions on Circuits and Systems II: Express Briefs
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1109/tcsii.2024.3371771
Deposited publications: https://zenodo.org/records/17131123

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

Authors: Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi
Title of Journal or equivalent: Imaging Neuroscience
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1162/imag_a_00170
Deposited publications: https://hdl.handle.net/2108/406543

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

Authors: 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
Title of Journal or equivalent: Computer Methods and Programs in Biomedicine
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1016/j.cmpb.2024.108375
Deposited publications: https://hdl.handle.net/2108/403466

Time series segmentation for recognition of epileptiform patterns recorded via microelectrode arrays in vitro

Authors: Galeote Checa, Gabriel; Panuccio, Gabriella; Linares-Barranco, Bernabe; Serrano Gotarredona, María Teresa; Canal-Alonso, Ángel
Title of Journal or equivalent: PloS ONE
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1371/journal.pone.0309550
Deposited publications: https://dx.doi.org/10.5281/zenodo.10154331

Microfabrication Technologies for Nanoinvasive and High‐Resolution Magnetic Neuromodulation

Authors: Changhao Ge; Tahereh Masalehdan; Mahdieh Shojaei Baghini; Vicente Duran Toro; Lorenzo Signorelli; Hannah Thomson; Danijela Gregurec; Hadi Heidari
Title of Journal or equivalent: Advanced Science
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1002/advs.202404254
Deposited publications: https://zenodo.org/records/15805592

Magnetoelectric nanodiscs enable wireless transgene-free neuromodulation

Authors: 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
Title of Journal or equivalent: Nature Nanotechnology
Type: Article in Journal

Link to publication: https://dx.doi.org/10.1038/s41565-024-01798-9
Deposited publications: https://zenodo.org/records/15807276

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

Authors: Alberto Perna, Gabor Orban, Luca Berdondini, Joao F. Ribeiro
Title of Journal or equivalent: IEEE Transactions on Biomedical Engineering
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1109/TBME.2024.3519763
Deposited publication: https://zenodo.org/records/17130848

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

Authors: Matteo Ferrante, Tommaso Boccato, Nicola Toschi
Title of Journal or equivalent: Frontiers in Neuroinformatics
Type: Article in Journal
Link to publication: https://dx.doi.org/10.3389/fninf.2024.1346723
Deposited publications: https://hdl.handle.net/2108/403485

Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models

Authors: Ferrante, Matteo; Boccato, Tommaso; Bargione, Stefano; Toschi, Nicola
Title of Journal or equivalent: Computers in Biology and Medicine
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1016/j.compbiomed.2024.108701
Deposited publications: https://dx.doi.org/10.48550/arxiv.2309.07149

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

Authors: Nicola Toschi; Andrea Duggento; Riccardo Barbieri; Ronald G. Garcia; Harrison P. Fisher; Norman W. Kettner; Vitaly Napadow; Roberta Sclocco
Title of Journal or equivalent: Brain Stimulation
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1016/j.brs.2023.10.007
Deposited publications: https://hdl.handle.net/2108/346088

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

Authors: Alberto Perna, Gian Nicola Angotzi, Luca Berdondini, João Filipe Ribeiro
Title of Journal or equivalent: Frontiers in Neuroscience
Type: Article in Journal
Link to publication: https://dx.doi.org/10.3389/fnins.2023.1275908
Deposited publications: https://pmc.ncbi.nlm.nih.gov/articles/PMC10644322/

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

Authors: Jungang Zhang; Rupam Das; Daniel Hoare; Huxi Wang; Afesomeh Ofiare; Nosrat Mirzai; John Mercer; Hadi Heidari
Title of Journal or equivalent: IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1109/tap.2023.3266786
Deposited publications: https://zenodo.org/records/15807375

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

Authors: Tommaso Boccato; Matteo Ferrante; Andrea Duggento; Nicola Toschi
Title of Journal or equivalent: Neurocomputing
Type: Article in Journal
Link to publication: 10.1016/j.neucom.2023.127058
Deposited publications: https://hdl.handle.net/2108/389167

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

Authors: Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi
Title of Journal or equivalent: Neural Networks
Type: Article in Journal
Link to publication: https://dx.doi.org/10.1016/j.neunet.2023.12.012
Deposited publications: https://zenodo.org/records/15807359

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

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

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

Time series segmentation for recognition of epileptiform patterns recorded via microelectrode arrays in vitro

Microfabrication Technologies for Nanoinvasive and High‐Resolution Magnetic Neuromodulation

Magnetoelectric nanodiscs enable wireless transgene-free neuromodulation

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

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

Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models

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

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

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

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

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

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

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

Fiber-Bragg-Grating Coupled Magnetostrictive Sensors for Magnetic Tracking of Biomedical Implants

This project has received funding from the European Union’s European Innovation Council, call HORIZON-EIC-2021-PATHFINDERCHALLENGES-01-02, under Grant Agreement n. 101070908