Unveiling the relationship between brain connectivity and function by integrated photonics

Información del proyecto

BACKUP

Identificador del acuerdo de subvención: 788793

DOI

10.3030/788793

Proyecto cerrado

Fecha de la firma de la CE 26 Junio 2018

Fecha de inicio 1 Noviembre 2018

Fecha de finalización 30 Abril 2024

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 2 499 825,00

Aportación de la UE

€ 2 499 825,00

Coordinado por

UNIVERSITA DEGLI STUDI DI TRENTO
Italy

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Peer reviewed articles (22)

A FEM Enhanced Transfer Matrix Method for Optical Grating Design

Autores: Clara Zaccaria, Mattia Mancinelli, Lorenzo Pavesi
Publicado en: Journal of Lightwave Technology, Edición 39/11, 2021, Página(s) 3521-3530, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2021.3067153

Astrocytic microdomains from mouse cortex gain molecular control over long-term information storage and memory retention

Autores: Beatrice Vignoli, Gabriele Sansevero, Manju Sasi, Roberto Rimondini, Robert Blum, Valerio Bonaldo, Emiliano Biasini, Spartaco Santi, Nicoletta Berardi, Bai Lu, Marco Canossa
Publicado en: Communications Biology, 2021, ISSN 2399-3642
Editor: Springer Nature
DOI: 10.1038/s42003-021-02678-x

Decoding Epileptic Seizures: Exploring In Vitro Approaches to Unravel Pathophysiology and Propel Future Therapeutic Breakthroughs

Autores: Yasaman Heydari; Yuri Bozzi; Lorenzo Pavesi
Publicado en: Biomedical Materials & Devices, Edición 1, 2024, ISSN 2731-4812
Editor: Springer Link
DOI: 10.1007/s44174-024-00158-4

Microring resonators with external optical feedback for time delay reservoir computing

Autores: Donati, Giovanni; Mirasso, Claudio R.; Mancinelli, Mattia; Pavesi, Lorenzo; Argyris, Apostolos
Publicado en: Optics Express, Edición 30, 2021, Página(s) 522-537, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.444063

Thirty Years in Silicon Photonics: A Personal View

Autores: Lorenzo Pavesi
Publicado en: Frontiers in Physics, 2021, ISSN 2296-424X
Editor: Frontiers Media
DOI: 10.3389/fphy.2021.786028

A photonic complex perceptron for ultrafast data processing

Autores: Mattia Mancinelli, Davide Bazzanella, Paolo Bettotti, Lorenzo Pavesi
Publicado en: Scientific Reports, Edición 12, 2022, Página(s) 4216, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-022-08087-2

An array of microresonators as a photonic extreme learning machine

Autores: Stefano Biasi; Riccardo Franchi; Lorenzo Cerini; Lorenzo Pavesi
Publicado en: APL Photonics, Edición 8/9, 2023, Página(s) 096105-096105-12, ISSN 2378-0967
Editor: AIP Publishing
DOI: 10.1063/5.0156189

Equalization of a 10 Gbps IMDD signal by a small silicon photonics time delayed neural network

Autores: Emiliano Staffoli, Mattia Mancinelli, Paolo Bettotti, and Lorenzo Pavesi
Publicado en: Photonics Research, Edición 11, 2023, Página(s) 878-886, ISSN 2327-9125
Editor: Optica publishing group
DOI: 10.1364/prj.483356

Photonic Neural Networks Based on Integrated Silicon Microresonators

Autores: Biasi, Stefano; Donati, Giovanni; Lugnan, Alessio; Mancinelli, Mattia; Staffoli, Emiliano; Pavesi, Lorenzo
Publicado en: Intelligent Computing, Edición 3, 2024, Página(s) 0067, ISSN 2771-5892
Editor: American Association for the Advancement of Science
DOI: 10.34133/icomputing.0067

PRECISE Photonic hybRid EleCtromagnetic SolvEr

Autores: Davide Bazzanella, Mattia Mancinelli, Massimo Borghi, Paolo Bettotti, Lorenzo Pavesi
Publicado en: IEEE Photonics Journal, Edición 14, 2022, Página(s) 3026310, ISSN 1943-0647
Editor: IEEE Photonics Society
DOI: 10.1109/jphot.2022.3168157

Trpm8 Expression in Human and Mouse Castration Resistant Prostate Adenocarcinoma Paves the Way for the Preclinical Development of TRPM8-Based Targeted Therapies

Autores: Sacha Genovesi; Riccardo Moro; Beatrice Vignoli; Dario De Felice; Marco Canossa; Rodolfo Montironi; Francesco Giuseppe Carbone; Mattia Barbareschi; Andrea Lunardi; Alessandro Alaimo
Publicado en: Biomolecules, Edición 12(2), 2022, Página(s) 193, ISSN 2218-273X
Editor: MDPI
DOI: 10.3390/biom12020193

On the modeling of thermal and free carrier nonlinearities in Silicon On Insulator microring resonators.

Autores: Massimo Borghi; Davide Bazzanella; Mattia Mancinelli; Lorenzo Pavesi
Publicado en: Optics Express, Edición 29, 2021, Página(s) 4363-4377, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.48550/arxiv.2012.05989

Understanding the nervous system: lessons from Frontiers in Neurophotonics

Autores: De Koninck, Yves; Alonso, Johanna; Bancelin, Stéphane; Béïque, Jean-Claude; Bélanger, Erik; Bouchard, Catherine; Canossa, Marco; Chaniot, Johan; Choquet, Daniel; Crochetière, Marie-Ève; Cui, Nanke; Danglot, Lydia; De Koninck, Paul; Devor, Anna; Ducros, Mathieu; Getz, Angela M.; Haouat, Mohamed; Hernández, Iván Coto; Jowett, Nate; Keramidis, Iason; Larivière-Loiselle, Céline; Lavoie-Cardi
Publicado en: NEUROPHOTONICS, Edición 11/1, 2024, Página(s) 014415, ISSN 2329-4248
Editor: SPIE
DOI: 10.1117/1.nph.11.1.014415

Reservoir computing based on a silicon microring and time multiplexing for binary and analog operations

Autores: Massimo Borghi; Stefano Biasi; Lorenzo Pavesi
Publicado en: Scientific Reports, Edición 11/1, 2021, Página(s) 1-12, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-021-94952-5

Perirhinal Cortex LTP Does Not Require Astrocyte BDNF‐TrkB Signaling

Autores: Beatrice Vignoli; Marco Canossa
Publicado en: Cells, Edición 11, 2022, Página(s) 1501, ISSN 2073-4409
Editor: MDPI
DOI: 10.3390/cells11091501

An analog electronic emulator of non-linear dynamics in optical microring resonators

Autores: Ludovico Minatia, Mattia Mancinelli, Mattia Frasca, Paolo Bettotti, Lorenzo Pavesi
Publicado en: Chaos, Solitons & Fractals, 2021, ISSN 2590-0544
Editor: Elsevier
DOI: 10.1016/j.chaos.2021.111410

Artificial and Biological Neurons: Interdisciplinary Issues and Future Perspectives. White Paper

Autores: Davide Bazzanella, Giorgia Bincoletto, Monica Consolandi, Marta Fasan, Francesca Gennari, Federico Carmelo La Vattiata, Luca Rinaldi, David Roccaro, Clara Zaccaria
Publicado en: BioLaw Journal, 2021, Página(s) 353-379, ISSN 2284-4503
Editor: University of Trento
DOI: 10.15168/2284-4503-756

On the effect of the thermal cross-talk in a photonic feed-forward neural network based on silicon microresonators

Autores: Stefano Biasi, Riccardo Franchi, Davide Bazzanella, and Lorenzo Pavesi
Publicado en: Frontiers in Physics, Edición 10, 2022, Página(s) 1093191, ISSN 2296-424X
Editor: Frontiers Editorial Office
DOI: 10.3389/fphy.2022.1093191

A Microring as a Reservoir Computing Node: Memory/Nonlinear Tasks and Effect of Input Non-Ideality

Autores: Davide Bazzanella, Stefano Biasi, Mattia Mancinelli, and Lorenzo Pavesi
Publicado en: IEEE Journal of Lightwave Technology, Edición 40, 2022, Página(s) 5917-5926, ISSN 1558-2213
Editor: IEEE Photonics Society Editorial Office
DOI: 10.1109/jlt.2022.3183694

Appearance and Pose-Conditioned Human Image Generation using Deformable GANs

Autores: Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe
Publicado en: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, ISSN 0162-8828
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpami.2019.2947427

Time delay reservoir computing with a silicon microring resonator and a fiber-based optical feedback loop

Autores: Giovanni Donati; Apostolos Argyris; Mattia Mancinelli; Claudio R. Mirasso; Lorenzo Pavesi
Publicado en: Optics Express, Edición 32/8, 2024, Página(s) 13419-13437, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.514617

Impaired synaptic plasticity in an animal model of autism exhibiting early hippocampal GABAergic-BDNF/TrkB signaling alterations

Autores: Martina Sgritta, Beatrice Vignoli, Domenico Pimpinella, Marilena Griguoli, Spartaco Santi, Andrzej Bialowas, Grzegorz Wiera, Paola Zacchi, Francesca Malerba, Cristina Marchetti, Marco Canossa, Enrico Cherubini
Publicado en: iScience, Edición 26(1), 2023, Página(s) 105728, ISSN 2589-0042
Editor: Cell-Press
DOI: 10.1016/j.isci.2022.105728

Conference proceedings (10)

Noise effects on time delay reservoir computing using silicon microring resonators

Autores: Giovanni Donati, Apostolos Argyris, Claudio R. Mirasso, Mattia Mancinelli, and Lorenzo Pavesi
Publicado en: Proceeedings of SPIE, Edición 12004, 2022, Página(s) 120040U, ISSN 0277-786X
Editor: SPIE
DOI: 10.1117/12.2609056

Set-ups to induce by light a memory in in-vitro neuronal cultures

Autores: Clara Zaccaria, Mattia Mancinelli, Beatrice Vignoli, Ilya Auslender, Paolo Bettotti, Asiye Malkoç, Marco Canossa, Lorenzo Pavesi
Publicado en: Proceedings of SPIE, Edición 11947, 2022, Página(s) 1194703, ISSN 0277-786X
Editor: SPIE
DOI: 10.1117/12.2606876

Recovery of 40 Gbps PAM4 in a 50 km optical link through a delayed complex perceptron

Autores: Emiliano Staffoli; Mattia Mancinelli; Paolo Bettotti; Lorenzo Pavesi
Publicado en: 2023 IEEE Silicon Photonics Conference, 2023, Página(s) 1-2, ISBN 978-1-6654-8655-2
Editor: IEEE
DOI: 10.1109/siphotonics55903.2023.10141932

Reservoir Computing Model For Multi-Electrode Electrophysiological Data Analysis

Autores: Auslender, Ilya; Pavesi, Lorenzo
Publicado en: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Edición 3, 2023, Página(s) 1-6, ISBN 978-1-6654-8655-2
Editor: IEEE
DOI: 10.1109/cibcb56990.2023.10264895

An integrated setup for in-vitro optogenetic experiments using AI to localize stimulation

Autores: Auslender, Ilya; Heydari, Yasaman; Zaccaria, Clara; Malkoç, Asiye; Vignoli, Beatrice; Pavesi, Lorenzo
Publicado en: Proc. SPIE 12366, Optogenetics and Optical Manipulation 2023, Edición 12366, 2023, Página(s) 1236609, ISBN 9781510658387
Editor: SPIE
DOI: 10.1117/12.2651569

Chromatic dispersion compensation via an all-optical perceptron

Autores: Emiliano Staffoli, Gianpietro Maddinelli, Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi
Publicado en: Proceedings Volume 12894, Next-Generation Optical Communication: Components, Sub-Systems, and Systems XIII;, Edición 12894, 2024, Página(s) 128940G, ISBN 9781510670488
Editor: SPIE Digital Library
DOI: 10.1117/12.2692979

An All-optical delayed complex perceptron for signal equalization in IMDD fiber transmission

Autores: Emiliano Staffoli; Mattia Mancinelli; Paolo Bettotti; Lorenzo Pavesi
Publicado en: 2023 IEEE Photonics Conference (IPC), 2023, ISBN 979-8-3503-4722-7
Editor: IEEE
DOI: 10.1109/ipc57732.2023.10360597

Attention-based Fusion for Multi-source Human Image Generation

Autores: Stephane Lathuiliere, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe
Publicado en: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 2020, Página(s) 428-437, ISBN 978-1-7281-6553-0
Editor: IEEE
DOI: 10.1109/wacv45572.2020.9093602

Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss

Autores: Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulo, Nicu Sebe, Elisa Ricci
Publicado en: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, Página(s) 9463-9472, ISBN 978-1-7281-3293-8
Editor: IEEE
DOI: 10.1109/cvpr.2019.00970

WHITENING AND COLORING BATCH TRANSFORM FOR GANS

Autores: Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe
Publicado en: International Conference on Learning Representations (2018)., 2019
Editor: Open Review.net

Book chapters (1)

Nonlinear response of Silicon Photonics microresonators for reservoir computing neural network

Autores: Staffoli, Emiliano; Bazzanella, Davide; Biasi, Stefano; Donati, Giovanni; Mancinelli, Mattia; Bettotti, Paolo; Pavesi, Lorenzo
Publicado en: Advances in optical communications: from integrated photonics to optical systems and networks, Edición 2, 2023
Editor: CNIT
DOI: 10.57620/cnit-report_12

Thesis and dissertations (2)

Light induced engrams in in-vitro neuronal cultures

Autores: Pavesi, Lorenzo; Zaccaria, Clara
Publicado en: Edición 3, 2022
Editor: Università degli studi di Trento
DOI: 10.15168/11572_339576

Microring Based Neuromorphic Photonics

Autores: Bazzanella, Davide
Publicado en: Edición 1, 2022
Editor: Università degli studi di Trento
DOI: 10.15168/11572_344624.1

Derechos de propiedad intelectual

Patent (1)

OPTICAL TRANSMITTING-RECEIVING MODULE WITH NEURAL NETWORK

Número de solicitud/publicación: 22 726196
Fecha: 2022-04-28
Solicitante(s): UNIVERSITA DEGLI STUDI DI TRENTO