Publications Peer reviewed articles (20) 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 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 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, Vol 3 (2024), Issue 5, 2024, ISSN 2771-5892 Publisher: Intelligent Computing 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 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, Vol 11, Iss 1, Pp 1-12 (2021), Issue 2, 2021, 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 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: 10.1364/oe.413572 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 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 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 29/3, 2021, Page(s) 4363, ISSN 1094-4087 Publisher: Optical Society of America DOI: 10.1364/oe.413572 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 (8) 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: Proceeedins 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: Crossref, Issue 1, 2023, 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: Optogenetics and Optical Manipulation 2023, Issue 4, 2023, ISBN 9781510658387 Publisher: SPIE DOI: 10.1117/12.2651569 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: 2019 Publisher: ICLR Non-peer reviewed articles (1) 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 Other (2) A silicon photonics feed-forward neural network for nonlinear distortion mitigation in an optical link Author(s): Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi Published in: 2020 Publisher: arXiv.org 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: 2021 Publisher: arXiv.org 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 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
