Unveiling the relationship between brain connectivity and function by integrated photonics

A FEM Enhanced Transfer Matrix Method for Optical Grating Design

Auteurs: Clara Zaccaria, Mattia Mancinelli, Lorenzo Pavesi
Publié dans: Journal of Lightwave Technology, Numéro 39/11, 2021, Page(s) 3521-3530, ISSN 0733-8724
Éditeur: 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

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

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

Auteurs: Yasaman Heydari; Yuri Bozzi; Lorenzo Pavesi
Publié dans: Biomedical Materials & Devices, Numéro 1, 2024, ISSN 2731-4812
Éditeur: Springer Link
DOI: 10.1007/s44174-024-00158-4

Thirty Years in Silicon Photonics: A Personal View

Auteurs: Lorenzo Pavesi
Publié dans: Frontiers in Physics, 2021, ISSN 2296-424X
Éditeur: Frontiers Media
DOI: 10.3389/fphy.2021.786028

A photonic complex perceptron for ultrafast data processing

Auteurs: Mattia Mancinelli, Davide Bazzanella, Paolo Bettotti, Lorenzo Pavesi
Publié dans: scientific reports, Numéro 12, 2022, Page(s) 4216, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-022-08087-2

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

Auteurs: Emiliano Staffoli, Mattia Mancinelli, Paolo Bettotti, and Lorenzo Pavesi
Publié dans: Photonics Research, Numéro 11, 2023, Page(s) 878-886, ISSN 2327-9125
Éditeur: Optica publishing group
DOI: 10.1364/prj.483356

Photonic Neural Networks Based on Integrated Silicon Microresonators

Auteurs: Biasi, Stefano; Donati, Giovanni; Lugnan, Alessio; Mancinelli, Mattia; Staffoli, Emiliano; Pavesi, Lorenzo
Publié dans: Intelligent Computing, Vol 3 (2024), Numéro 5, 2024, ISSN 2771-5892
Éditeur: Intelligent Computing
DOI: 10.34133/icomputing.0067

PRECISE Photonic hybRid EleCtromagnetic SolvEr

Auteurs: Davide Bazzanella, Mattia Mancinelli, Massimo Borghi, Paolo Bettotti, Lorenzo Pavesi
Publié dans: IEEE Photonics Journal, Numéro 14, 2022, Page(s) 3026310, ISSN 1943-0647
Éditeur: 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

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

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

Auteurs: Massimo Borghi; Davide Bazzanella; Mattia Mancinelli; Lorenzo Pavesi
Publié dans: Optics Express, Numéro 29, 2021, Page(s) 4363-4377, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.48550/arxiv.2012.05989

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

Auteurs: Massimo Borghi; Stefano Biasi; Lorenzo Pavesi
Publié dans: Scientific Reports, Vol 11, Iss 1, Pp 1-12 (2021), Numéro 2, 2021, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-021-94952-5

Perirhinal Cortex LTP Does Not Require Astrocyte BDNF‐TrkB Signaling

Auteurs: Beatrice Vignoli; Marco Canossa
Publié dans: Cells, Numéro 11, 2022, Page(s) 1501, ISSN 2073-4409
Éditeur: MDPI
DOI: 10.3390/cells11091501

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

Auteurs: Ludovico Minatia, Mattia Mancinelli, Mattia Frasca, Paolo Bettotti, Lorenzo Pavesi
Publié dans: Chaos, Solitons & Fractals, 2021, ISSN 2590-0544
Éditeur: Elsevier
DOI: 10.1016/j.chaos.2021.111410

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

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

Auteurs: Stefano Biasi, Riccardo Franchi, Davide Bazzanella and Lorenzo Pavesi
Publié dans: Frontiers in Physics, Numéro 10, 2022, Page(s) 1093191, ISSN 2296-424X
Éditeur: Frontiers
DOI: 10.3389/fphy.2022.1093191

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

Auteurs: Davide Bazzanella, Stefano Biasi, Mattia Mancinelli, and Lorenzo Pavesi
Publié dans: IEEE Journal of Lightwave Technology, Numéro 40, 2022, Page(s) 5917-5926, ISSN 1558-2213
Éditeur: IEEE Photonics Society Editorial Office
DOI: 10.1109/jlt.2022.3183694

Appearance and Pose-Conditioned Human Image Generation using Deformable GANs

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

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

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

Noise effects on time delay reservoir computing using silicon microring resonators

Auteurs: Giovanni Donati, Apostolos Argyris, Claudio R. Mirasso, Mattia Mancinelli, and Lorenzo Pavesi
Publié dans: Proceeedins of SPIE, Numéro 12004, 2022, Page(s) 120040U, ISSN 0277-786X
Éditeur: SPIE
DOI: 10.1117/12.2609056

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

Auteurs: Clara Zaccaria, Mattia Mancinelli, Beatrice Vignoli, Ilya Auslender, Paolo Bettotti, Asiye Malkoç, Marco Canossa, Lorenzo Pavesi
Publié dans: Proceedings of SPIE, Numéro 11947, 2022, Page(s) 1194703, ISSN 0277-786X
Éditeur: SPIE
DOI: 10.1117/12.2606876

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

Auteurs: Emiliano Staffoli; Mattia Mancinelli; Paolo Bettotti; Lorenzo Pavesi
Publié dans: Crossref, Numéro 1, 2023, ISBN 978-1-6654-8655-2
Éditeur: IEEE
DOI: 10.1109/siphotonics55903.2023.10141932

Reservoir Computing Model For Multi-Electrode Electrophysiological Data Analysis

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

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

Auteurs: Auslender, Ilya; Heydari, Yasaman; Zaccaria, Clara; Malkoç, Asiye; Vignoli, Beatrice; Pavesi, Lorenzo
Publié dans: Optogenetics and Optical Manipulation 2023, Numéro 4, 2023, ISBN 9781510658387
Éditeur: SPIE
DOI: 10.1117/12.2651569

Attention-based Fusion for Multi-source Human Image Generation

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

Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss

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

WHITENING AND COLORING BATCH TRANSFORM FOR GANS

Auteurs: Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe
Publié dans: 2019
Éditeur: ICLR

Microring resonators with external optical feedback for time delay reservoir computing

Auteurs: Donati, Giovanni; Mirasso, Claudio R.; Mancinelli, Mattia; Pavesi, Lorenzo; Argyris, Apostolos
Publié dans: Optics Express, Numéro 30, 2021, Page(s) 522-537, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.444063

A silicon photonics feed-forward neural network for nonlinear distortion mitigation in an optical link

Auteurs: Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi
Publié dans: 2020
Éditeur: arXiv.org

Nonlinear response of Silicon Photonics microresonators for reservoir computing neural network

Auteurs: Staffoli, Emiliano; Bazzanella, Davide; Biasi, Stefano; Donati, Giovanni; Mancinelli, Mattia; Bettotti, Paolo; Pavesi, Lorenzo
Publié dans: Advances in optical communications: from integrated photonics to optical systems and networks, Numéro 2, 2023
Éditeur: CNIT
DOI: 10.57620/cnit-report_12

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