Increasing the robustness and neural integration of bidirectional prostheses for rehabilitation with robust and real time Independent Component Analysis

Project Information

BIREHAB

Grant agreement ID: 750947

DOI 10.3030/750947

Project closed

EC signature date 17 March 2017

Start date 1 May 2017

End date 30 April 2019

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost € 175 419,60

EU contribution € 175 419,60

Coordinated by

ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE
Switzerland

Publications

Peer reviewed articles (8)

Applying dimension reduction to EEG data by Principal Component Analysis reduces the quality of its subsequent Independent Component decomposition

Author(s): Fiorenzo Artoni, Arnaud Delorme, Scott Makeig
Published in: NeuroImage, Issue 175, 2018, Page(s) 176-187, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2018.03.016

Delta Power Is Higher and More Symmetrical in Ischemic Stroke Patients with Cortical Involvement

Author(s): Chiara Fanciullacci, Federica Bertolucci, Giuseppe Lamola, Alessandro Panarese, Fiorenzo Artoni, Silvestro Micera, Bruno Rossi, Carmelo Chisari
Published in: Frontiers in Human Neuroscience, Issue 11, 2017, ISSN 1662-5161
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnhum.2017.00385

Data-driven body–machine interface for the accurate control of drones

Author(s): Jenifer Miehlbradt, Alexandre Cherpillod, Stefano Mintchev, Martina Coscia, Fiorenzo Artoni, Dario Floreano, Silvestro Micera
Published in: Proceedings of the National Academy of Sciences, Issue 115/31, 2018, Page(s) 7913-7918, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.1718648115

How are Muscle Synergies Affected by Electromyography Pre-Processing?

Author(s): Paulina Kieliba, Peppino Tropea, Elvira Pirondini, Martina Coscia, Silvestro Micera, Fiorenzo Artoni
Published in: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Issue 26/4, 2018, Page(s) 882-893, ISSN 1534-4320
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsre.2018.2810859

Effective Synchronization of EEG and EMG for Mobile Brain/Body Imaging in Clinical Settings

Author(s): Fiorenzo Artoni, Annalisa Barsotti, Eleonora Guanziroli, Silvestro Micera, Alberto Landi, Franco Molteni
Published in: Frontiers in Human Neuroscience, Issue 11, 2018, ISSN 1662-5161
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnhum.2017.00652

Bilateral cortical representation of tactile roughness

Author(s): C. Genna, C. Oddo, C. Fanciullacci, C. Chisari, S. Micera, F. Artoni
Published in: Brain Research, Issue 1699, 2018, Page(s) 79-88, ISSN 0006-8993
Publisher: Elsevier BV
DOI: 10.1016/j.brainres.2018.06.014

A visual working memory dataset collection with bootstrap Independent Component Analysis for comparison of electroencephalographic preprocessing pipelines

Author(s): Fiorenzo Artoni, Arnaud Delorme, Scott Makeig
Published in: Data in Brief, Issue 22, 2019, Page(s) 787-793, ISSN 2352-3409
Publisher: Elsevier BV
DOI: 10.1016/j.dib.2018.12.022

A somatotopic bidirectional hand prosthesis with transcutaneous electrical nerve stimulation based sensory feedback

Author(s): Edoardo D’Anna, Francesco M. Petrini, Fiorenzo Artoni, Igor Popovic, Igor Simanić, Stanisa Raspopovic, Silvestro Micera
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-017-11306-w

Conference proceedings (3)

P300 in the park: feasibility of online data acquisition and integration in a Mobile Brain/Body Imaging setting

Author(s): Fiorenzo Artoni, Elena Galeasso, Silvestro Micera
Published in: 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019, Page(s) 319-322, ISBN 978-1-5386-7921-0
Publisher: IEEE
DOI: 10.1109/ner.2019.8717141

Myoelectric activity imaging and decoding with multichannel surface EMG for enhanced everyday life applicability

Author(s): Fiorenzo Artoni, Stefan Kreipe, Silvestro Micera
Published in: 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019, Page(s) 690-693, ISBN 978-1-5386-7921-0
Publisher: IEEE
DOI: 10.1109/ner.2019.8717138

Motor Intention Decoding During Active and Robot-Assisted Reaching

Author(s): Aldo Pastore, Camilla Pierella, Fiorenzo Artoni, Elvira Pirondini, Martina Coscia, Maura Casadio, Silvestro Micera
Published in: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), 2018, Page(s) 312-317, ISBN 978-1-5386-8183-1
Publisher: IEEE
DOI: 10.1109/biorob.2018.8487673

Book chapters (2)

Possible Effect of the Trigeminal Nerve Stimulation on Auditory Event-Related Potentials

Author(s): M. P. Tramonti Fantozzi, F. Artoni, M. Di Galante, L. Briscese, V. De Cicco, D. Manzoni, T. Banfi, S. Micera, U. Faraguna, M. C. Carboncini
Published in: Converging Clinical and Engineering Research on Neurorehabilitation III - Proceedings of the 4th International Conference on NeuroRehabilitation (ICNR2018), October 16-20, 2018, Pisa, Italy, Issue 21, 2019, Page(s) 844-847, ISBN 978-3-030-01844-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-01845-0_169

EEG Decoding of Overground Walking and Resting, a Feasibility Study

Author(s): Fiorenzo Artoni, Elena Massai, Silvestro Micera
Published in: Converging Clinical and Engineering Research on Neurorehabilitation III - Proceedings of the 4th International Conference on NeuroRehabilitation (ICNR2018), October 16-20, 2018, Pisa, Italy, Issue 21, 2019, Page(s) 430-433, ISBN 978-3-030-01844-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-01845-0_86

Other (1)

Electrophysiological correlates of syntactic structures

Author(s): Fiorenzo Artoni, Piergiorgio d’Orio, Eleonora Catricalà, Francesca Conca, Franco Bottoni, Veronica Pelliccia, Ivana Sartori, Giorgio Lo Russo, Stefano F. Cappa, Silvestro Micera, Andrea Moro
Published in: 2019
Publisher: bioRxiv