Unveiling the relationship between brain connectivity and function by integrated photonics

Project Information

BACKUP

Grant agreement ID: 788793

DOI

10.3030/788793

Project closed

EC signature date 26 June 2018

Start date 1 November 2018

End date 30 April 2024

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 2 499 825,00

EU contribution

€ 2 499 825,00

Coordinated by

UNIVERSITA DEGLI STUDI DI TRENTO
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (22)

A FEM Enhanced Transfer Matrix Method for Optical Grating Design

Author(s): Clara Zaccaria, Mattia Mancinelli, Lorenzo Pavesi
Published in: Journal of Lightwave Technology, Issue 39/11, 2021, Page(s) 3521-3530, ISSN 0733-8724
Publisher: 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

Author(s): Beatrice Vignoli, Gabriele Sansevero, Manju Sasi, Roberto Rimondini, Robert Blum, Valerio Bonaldo, Emiliano Biasini, Spartaco Santi, Nicoletta Berardi, Bai Lu, Marco Canossa
Published in: Communications Biology, 2021, ISSN 2399-3642
Publisher: Springer Nature
DOI: 10.1038/s42003-021-02678-x

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

Author(s): Yasaman Heydari; Yuri Bozzi; Lorenzo Pavesi
Published in: Biomedical Materials & Devices, Issue 1, 2024, ISSN 2731-4812
Publisher: Springer Link
DOI: 10.1007/s44174-024-00158-4

Microring resonators with external optical feedback for time delay reservoir computing

Author(s): Donati, Giovanni; Mirasso, Claudio R.; Mancinelli, Mattia; Pavesi, Lorenzo; Argyris, Apostolos
Published in: Optics Express, Issue 30, 2021, Page(s) 522-537, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.1364/oe.444063

Thirty Years in Silicon Photonics: A Personal View

Author(s): Lorenzo Pavesi
Published in: Frontiers in Physics, 2021, ISSN 2296-424X
Publisher: Frontiers Media
DOI: 10.3389/fphy.2021.786028

A photonic complex perceptron for ultrafast data processing

Author(s): Mattia Mancinelli, Davide Bazzanella, Paolo Bettotti, Lorenzo Pavesi
Published in: Scientific Reports, Issue 12, 2022, Page(s) 4216, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-022-08087-2

An array of microresonators as a photonic extreme learning machine

Author(s): Stefano Biasi; Riccardo Franchi; Lorenzo Cerini; Lorenzo Pavesi
Published in: APL Photonics, Issue 8/9, 2023, Page(s) 096105-096105-12, ISSN 2378-0967
Publisher: AIP Publishing
DOI: 10.1063/5.0156189

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

Author(s): Emiliano Staffoli, Mattia Mancinelli, Paolo Bettotti, and Lorenzo Pavesi
Published in: Photonics Research, Issue 11, 2023, Page(s) 878-886, ISSN 2327-9125
Publisher: Optica publishing group
DOI: 10.1364/prj.483356

Photonic Neural Networks Based on Integrated Silicon Microresonators

Author(s): Biasi, Stefano; Donati, Giovanni; Lugnan, Alessio; Mancinelli, Mattia; Staffoli, Emiliano; Pavesi, Lorenzo
Published in: Intelligent Computing, Issue 3, 2024, Page(s) 0067, ISSN 2771-5892
Publisher: American Association for the Advancement of Science
DOI: 10.34133/icomputing.0067

PRECISE Photonic hybRid EleCtromagnetic SolvEr

Author(s): Davide Bazzanella, Mattia Mancinelli, Massimo Borghi, Paolo Bettotti, Lorenzo Pavesi
Published in: IEEE Photonics Journal, Issue 14, 2022, Page(s) 3026310, ISSN 1943-0647
Publisher: 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

Author(s): Sacha Genovesi; Riccardo Moro; Beatrice Vignoli; Dario De Felice; Marco Canossa; Rodolfo Montironi; Francesco Giuseppe Carbone; Mattia Barbareschi; Andrea Lunardi; Alessandro Alaimo
Published in: Biomolecules, Issue 12(2), 2022, Page(s) 193, ISSN 2218-273X
Publisher: MDPI
DOI: 10.3390/biom12020193

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

Author(s): Massimo Borghi; Davide Bazzanella; Mattia Mancinelli; Lorenzo Pavesi
Published in: Optics Express, Issue 29, 2021, Page(s) 4363-4377, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.48550/arxiv.2012.05989

Understanding the nervous system: lessons from Frontiers in Neurophotonics

Author(s): 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
Published in: NEUROPHOTONICS, Issue 11/1, 2024, Page(s) 014415, ISSN 2329-4248
Publisher: SPIE
DOI: 10.1117/1.nph.11.1.014415

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

Author(s): Massimo Borghi; Stefano Biasi; Lorenzo Pavesi
Published in: Scientific Reports, Issue 11/1, 2021, Page(s) 1-12, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-021-94952-5

Perirhinal Cortex LTP Does Not Require Astrocyte BDNF‐TrkB Signaling

Author(s): Beatrice Vignoli; Marco Canossa
Published in: Cells, Issue 11, 2022, Page(s) 1501, ISSN 2073-4409
Publisher: MDPI
DOI: 10.3390/cells11091501

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

Author(s): Ludovico Minatia, Mattia Mancinelli, Mattia Frasca, Paolo Bettotti, Lorenzo Pavesi
Published in: Chaos, Solitons & Fractals, 2021, ISSN 2590-0544
Publisher: Elsevier
DOI: 10.1016/j.chaos.2021.111410

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

Author(s): Davide Bazzanella, Giorgia Bincoletto, Monica Consolandi, Marta Fasan, Francesca Gennari, Federico Carmelo La Vattiata, Luca Rinaldi, David Roccaro, Clara Zaccaria
Published in: BioLaw Journal, 2021, Page(s) 353-379, ISSN 2284-4503
Publisher: 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

Author(s): Stefano Biasi, Riccardo Franchi, Davide Bazzanella, and Lorenzo Pavesi
Published in: Frontiers in Physics, Issue 10, 2022, Page(s) 1093191, ISSN 2296-424X
Publisher: 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

Author(s): Davide Bazzanella, Stefano Biasi, Mattia Mancinelli, and Lorenzo Pavesi
Published in: IEEE Journal of Lightwave Technology, Issue 40, 2022, Page(s) 5917-5926, ISSN 1558-2213
Publisher: IEEE Photonics Society Editorial Office
DOI: 10.1109/jlt.2022.3183694

Appearance and Pose-Conditioned Human Image Generation using Deformable GANs

Author(s): Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe
Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, ISSN 0162-8828
Publisher: 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

Author(s): Giovanni Donati; Apostolos Argyris; Mattia Mancinelli; Claudio R. Mirasso; Lorenzo Pavesi
Published in: Optics Express, Issue 32/8, 2024, Page(s) 13419-13437, ISSN 1094-4087
Publisher: 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

Author(s): Martina Sgritta, Beatrice Vignoli, Domenico Pimpinella, Marilena Griguoli, Spartaco Santi, Andrzej Bialowas, Grzegorz Wiera, Paola Zacchi, Francesca Malerba, Cristina Marchetti, Marco Canossa, Enrico Cherubini
Published in: iScience, Issue 26(1), 2023, Page(s) 105728, ISSN 2589-0042
Publisher: Cell-Press
DOI: 10.1016/j.isci.2022.105728

Conference proceedings (10)

Noise effects on time delay reservoir computing using silicon microring resonators

Author(s): Giovanni Donati, Apostolos Argyris, Claudio R. Mirasso, Mattia Mancinelli, and Lorenzo Pavesi
Published in: Proceeedings of SPIE, Issue 12004, 2022, Page(s) 120040U, ISSN 0277-786X
Publisher: SPIE
DOI: 10.1117/12.2609056

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

Author(s): Clara Zaccaria, Mattia Mancinelli, Beatrice Vignoli, Ilya Auslender, Paolo Bettotti, Asiye Malkoç, Marco Canossa, Lorenzo Pavesi
Published in: Proceedings of SPIE, Issue 11947, 2022, Page(s) 1194703, ISSN 0277-786X
Publisher: SPIE
DOI: 10.1117/12.2606876

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

Author(s): Emiliano Staffoli; Mattia Mancinelli; Paolo Bettotti; Lorenzo Pavesi
Published in: 2023 IEEE Silicon Photonics Conference, 2023, Page(s) 1-2, ISBN 978-1-6654-8655-2
Publisher: IEEE
DOI: 10.1109/siphotonics55903.2023.10141932

Reservoir Computing Model For Multi-Electrode Electrophysiological Data Analysis

Author(s): Auslender, Ilya; Pavesi, Lorenzo
Published in: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Issue 3, 2023, Page(s) 1-6, ISBN 978-1-6654-8655-2
Publisher: IEEE
DOI: 10.1109/cibcb56990.2023.10264895

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

Author(s): Auslender, Ilya; Heydari, Yasaman; Zaccaria, Clara; Malkoç, Asiye; Vignoli, Beatrice; Pavesi, Lorenzo
Published in: Proc. SPIE 12366, Optogenetics and Optical Manipulation 2023, Issue 12366, 2023, Page(s) 1236609, ISBN 9781510658387
Publisher: SPIE
DOI: 10.1117/12.2651569

Chromatic dispersion compensation via an all-optical perceptron

Author(s): Emiliano Staffoli, Gianpietro Maddinelli, Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi
Published in: Proceedings Volume 12894, Next-Generation Optical Communication: Components, Sub-Systems, and Systems XIII;, Issue 12894, 2024, Page(s) 128940G, ISBN 9781510670488
Publisher: SPIE Digital Library
DOI: 10.1117/12.2692979

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

Author(s): Emiliano Staffoli; Mattia Mancinelli; Paolo Bettotti; Lorenzo Pavesi
Published in: 2023 IEEE Photonics Conference (IPC), 2023, ISBN 979-8-3503-4722-7
Publisher: IEEE
DOI: 10.1109/ipc57732.2023.10360597

Attention-based Fusion for Multi-source Human Image Generation

Author(s): Stephane Lathuiliere, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe
Published in: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 2020, Page(s) 428-437, ISBN 978-1-7281-6553-0
Publisher: IEEE
DOI: 10.1109/wacv45572.2020.9093602

Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss

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

WHITENING AND COLORING BATCH TRANSFORM FOR GANS

Author(s): Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe
Published in: International Conference on Learning Representations (2018)., 2019
Publisher: Open Review.net

Book chapters (1)

Nonlinear response of Silicon Photonics microresonators for reservoir computing neural network

Author(s): Staffoli, Emiliano; Bazzanella, Davide; Biasi, Stefano; Donati, Giovanni; Mancinelli, Mattia; Bettotti, Paolo; Pavesi, Lorenzo
Published in: Advances in optical communications: from integrated photonics to optical systems and networks, Issue 2, 2023
Publisher: CNIT
DOI: 10.57620/cnit-report_12

Thesis and dissertations (2)

Light induced engrams in in-vitro neuronal cultures

Author(s): Pavesi, Lorenzo; Zaccaria, Clara
Published in: Issue 3, 2022
Publisher: Università degli studi di Trento
DOI: 10.15168/11572_339576

Microring Based Neuromorphic Photonics

Author(s): Bazzanella, Davide
Published in: Issue 1, 2022
Publisher: Università degli studi di Trento
DOI: 10.15168/11572_344624.1

Intellectual Property Rights

Patent (1)

OPTICAL TRANSMITTING-RECEIVING MODULE WITH NEURAL NETWORK

Application/Publication number: 22 726196
Date: 2022-04-28
Applicant(s): UNIVERSITA DEGLI STUDI DI TRENTO