Dissemination

Talks

Neuromorphic Photonics and hybrid Intelligence, talk at BPHOT Light Night 2024 (20 March 2024, Bruxelles), Lorenzo Pavesi

Tracking engrams with light and decoding neuronal networks with reservoir computing models, talk at "Facilitating neuromorphic computing: Are dendrites the next step forward? - Fundamentals and Hardware Implementation" workshop (14 March 2024, Palma, Illes Balears), Lorenzo Pavesi

Neuromorphic silicon photonics, talk at Summer School on Integrated Photonics "Fotonica Integrada" (4-6 March 2024, Vitoria), Lorenzo Pavesi

Neuromorphic silicon photonics, talk at Photonics West (27 January - 1 February, San Francisco), Lorenzo Pavesi

Neuromorphic photonics and the brain, seminar at DTU - Technical University of Denmark (12 December 2023, Copenhagen), Lorenzo Pavesi

A platform for Artificial Intelligence: neuromorphic silicon photonics, seminar at IIT: Center for Biomolecular Nanotechnologies (6 November 2023, Lecce), Lorenzo Pavesi

Neuromorphic silicon photonics for thinking and computing, talk at PSC 2023-Photonics in Switching and Computing (26-29 September 2023, Mantova), Lorenzo Pavesi

Neuromorphic photonics and the brain, talk at "Biophotonics at the nanoscale: from smart nanomaterials to advanced optical technologies for life, environmental science and nanomedicine" school (26-31 August 2023, Erice), Lorenzo Pavesi

Integrated silicon biosensor for aflatoxin detection, talk at "Biophotonics at the nanoscale: from smart nanomaterials to advanced optical technologies for life, environmental science and nanomedicine" school (26-31 August 2023, Erice), Lorenzo Pavesi

Reservoir Computing Model For Multi-Electrode Electrophysiological Data Analysis, talk at ALPACA workshop (20-24 November 2023, Trento), Ilya Auslender

Reservoir Computing Model For Multi-Electrode Electrophysiological Data Analysis, talk at 20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (31 August 2023, Eindhoven), Ilya Auslender

Equalization of PAM-4 IMDD signal by a small silicon photonics time delayed neural network, talk at 2nd Workshop on “Neuromorphic photonics and applications” (13-14 July 2023, Athens), Lorenzo Pavesi

Neuromorphic Photonics and hybrid Intelligence, talk at 11th International Symposium on Optics and its Applications (11-15 July 2023, Yerevan), Lorenzo Pavesi

Un cervello luminoso, talk during the First Lego League Italia at “Oltre la robotica” award ceremony  (29 May 2023, Rovereto), Lorenzo Pavesi

A platform for Artificial Intelligence : neuromorphic silicon photonics, talk during workshop at Universidade Federal do Espírito Santo (18 May 2023, Vitoria), Lorenzo Pavesi

Neuromorphic silicon photonics, talk at MDPI International Day pf Light  (16 May 2023, WEBINAR), Lorenzo Pavesi

Platform for Single Cell Optogenetics to Study Synaptic Engrams in Vitro, talk at Optica Biophotonics Congress: Optics in the Life Sciences (24-27 April 2023, Vancouver), Clara Zaccaria

A platform for Artificial Intelligence: neuromorphic silicon photonics, plenary talk at 5th Anniversary International Conference of NSP FOTONIKA-LV  Quantum sciences, Space sciences and Technologies – PHOTONICS RIGA (20 – 21 April 2023, Riga,Latvia), Lorenzo Pavesi

Recovery of 20 Gbps PAM4 in a 100 km optical link through a delayed complex perceptron, poster session of the IEEE Silicon Photonics Conference 2023 (4-7 April 2023, Arlington, VA, USA), Emiliano Staffoli, Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi

A platform for Artificial Intelligence: neuromorphic silicon photonics, seminar at TU Wien (30 March 2023, Wien), Lorenzo Pavesi

An integrated setup for in-vitro optogenetic experiments using AI to localize stimulation, poster session at SPIE Photonics West (28 January - 3 February 2023, San Francisco, USA), Ilya Auslender

Classical and Quantum Silicon Photonics: few examples, plenary talk at International Conference on Electronic and Photonic Integrated Circuits (15-17 December 2022, SRM University, India),Lorenzo Pavesi

Photonics and the brain: hybrid integrated intelligence, plenary talk at  ICTP / 10thInternational Symposium “Optics& its Applications”-OPTICS-10 (5 - 9 December 2022, Cali-Armenia, Colombia), Lorenzo Pavesi

Interactive talk by the Neuromorphic team, talk at Nanoscience Laboratory Kick Off Meeting (1 December 2022, Trento, Italy), Mattia Mancinelli, Gianmarco Zanardi, Emiliano Staffoli, Giovanni Donati

Platforms for single cell optogenetics to study memory in neuronal cultures, talk at FINS 2022 - Frontiers in Neurophotonics (10-12 October 2022, Quebec City), Clara Zaccaria

An integrated setup for in-vitro optogenetic experiments using AI to localize stimulation with a feedback of electrophysiological signals, poster session at International School on Bio hybrid interfaces, organic bio electronics and bio photonics Lake Como School of Advanced Studies (5-9 September 2022, Como, Italy), Ilya Auslender

A platform for single cell optogenetics to study synaptic engrams in vitro, flash presentation at FNIP Day - Neuroscience and microscopy (29 September 2022, Padova), Clara Zaccaria

Platform for single cell optogenetic to study synaptic engrams in vitro, (13 September 2022, Pisa), Clara Zaccaria

Platforms for single cell optogenetics on in-vitro neuronal cultures, talk at Center for Nano Science and Technology@PoliMi, Istituto Italiano di Tecnologia (12 September 2022, Milano), Clara Zaccaria

Development of two platforms for single cell optogenetics on in-vitro neuronal cultures, talk at the Italian Conference on Optics and Photonics 2022 - ICOP 2022 (15-17 June 2022, Trento), Clara Zaccaria

A complex-valued perceptron as a photonic neural network for all-optical signal recovery, poster session at the Italian Conference on Optics and Photonics 2022 - ICOP 2022 (15 -17 June 2022, Trento), Emiliano Staffoli, Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi

Neural Networks integrated in silicon photonics, talk during the "5th IEEE Workshop on Recent Advances in Photonics" (4-6 March 2022, Mumbai), Lorenzo Pavesi

Light induced activation of an in vitro neuronal engramThe BACKUP optogenetic platform, talk during the workshop "Neurons: from micro to macro" (31st January 2022, Trento), Beatrice Vignoli

The BACKUP optogenetic platformtalk during the workshop "Neurons: from micro to macro" (31st January 2022, Trento), Paolo Bettotti

Neuromorphic photonic circuits to modulate neuronal excitability in epilepsy, talk during the workshop "Neurons: from micro to macro" (31st January 2022, Trento), Yuri Bozzi 

Light-induced memory in in-vitro neuronal cultures, talk at SPIE Photonics West 2022 (22-27 January 2022, San Francisco), Clara Zaccaria

Time Multiplexed Photonic Reservoir Computing, talk at 1st Workshop on Neuromorphic Photonics (6-7 December 2021, online), Lorenzo Pavesi

Interactive talk by the Bio team at Nanoscience Laboratory Kick Off Meeting (3 December 2021, Trento, Italy), Beatrice Vignoli, Ilya Auslender, Clara Zaccaria, Asiye Malkoç, Yasaman Heydari

Interactive talk by the Neuromorphic team at Nanoscience Laboratory Kick Off Meeting (3 December 2021, Trento, Italy), Mattia Mancinelli, Davide Bazzanella, Giovanni Donati, Emiliano Staffoli, Hum Nath Parajuli

Classical and Quantum Silicon Photonics tutorial during the annual IEEE Photonics Conference 2021 (18-21 October 2021, online), Lorenzo Pavesi

A neuromorphic photonic platform for hybrid artificial intelligence , talk at CONMAT2021 (18-20 October 2021, Valencia), Lorenzo Pavesi

Optical neural networks and integrated photonics: non-linear microresonators (part 2), talk during the NMP2021 Summer School (20-26 June 2021, Monte Bondone, Trento, Italy), Mattia Mancinelli

Optical neural networks and integrated photonics: non-linear microresonators (part 1) talk during the NMP2021 Summer School (20-26 June 2021, Monte Bondone, Trento, Italy),Mattia Mancinelli

A complex-valued perceptron in a fully passive silicon photonics integrated circuit, talk during the poster session of the NMP2021 Summer School (20-26 June 2021, Monte Bondone, Trento, Italy), Davide Bazzanella

BACKUP Project. THE BIOLOGICAL APPROACH talk during the poster session of the NMP2021 Summer School (20-26 June 2021, Monte Bondone, Trento, Italy), Clara Zaccaria

Development of two platforms for single cell optogenetics on in-vitro neuronal cultures, talk at ICOP 2022 -Italian conference on optics and photonics (15-17 June 2022, Trento), Clara Zaccaria

Neuromorphic photonic platform for hybrid artificial intelligence? talk at SPB-POEM 2021 | Photonic & OptoElectronic (25 May 2021), Lorenzo Pavesi

The biological setting and progresses of BACKUP talk during the workshop with the University of Genoa (19 April 2021), Beatrice Vignoli

Photonics in BACKUP for biology talk during the workshop with the University of Genoa (19 April 2021), Paolo Bettoti

Is it possible to make living neurons and optical microresonators compute together? (part 1) talk at "Machine Learning Photonics" Lake Como School of Advanced Studies (15-19 March 2021), Lorenzo Pavesi

Is it possible to make living neurons and optical microresonators compute together? (part 2) talk at "Machine Learning Photonics" Lake Como School of Advanced Studies (15-19 March 2021), Lorenzo Pavesi

The past, the present and the future of silicon photonics : a personal view , talk at International FDP on Advances in Optics and Photonics (4-8 August 2020), Lorenzo Pavesi

Neuromorphic Photonics as a route to hybrid artificial intelligence talk at SPB-POEM 2020 | Photonic & OptoElectronic (27-30 April 2020), Lorenzo Pavesi

The use resonators in neuromorphic photonics talk at SPIE Photonics West 2020 (1-6 February 2020, S.Francisco, USA), Mattia Mancinelli

Interactive talk by the OptoNeuron team at Nanoscience Laboratory Kick Off Meeting (11 December 2019, Trento, Italy), Beatrice Vignoli and Clara Zaccaria

Interactive talk by the Information Photonics team at Nanoscience Laboratory Kick Off Meeting (11 December 2019, Trento, Italy), Davide Bazzanella, Mattia Mancinelli and Enver Sangineto

The use of side coupled resonators in neuromorphic photonics talk at Photonic Reservoir Computing and Information Processing in Complex Network (4-6 December, 2019, Trento, Italy), Mattia Mancinelli

Neuromorphic Photonics, talk at BRANDY Summer School: Interdisciplinary Research on Brain Network Dynamics (24-28 June, 2019 Val di Sole, Trentino region, Italy), Lorenzo Pavesi

BACKUP - Neuromorphic Photonics and the Brain , talk at Martino Martini High School (10 May, 2019, Mezzolombardo, Italy), Lorenzo Pavesi

Classical and Quantum integrated Silicon Photonics, talk at Politecnico di Torino (3 May, 2019, Torino, Italy), Lorenzo Pavesi

Classical and Quantum integrated silicon photonics invited talk at SNAIA 2018 (10-13 December, 2018, Paris, France), Lorenzo Pavesi

In vivo and in vitro approaches to dissect the complexity of neurodevelopmental disorders, talk at Nanoscience Laboratory Kick Off Meeting (11 December 2019, Trento, Italy), Yuri Bozzi

 

 

 

 

 

Papers

Understanding the nervous system: lessons from Frontiers in NeurophotonicsYves De Koninck, Johanna Alonso, Stéphane Bancelin, Jean-Claude Béïque, Erik Bélanger, Catherine Bouchard, Marco Canossa, Johan Chaniot, Daniel Choquet, Marie-Ève Crochetière, Nanke Cui, Lydia Danglot, Paul De Koninck, Anna Devor, Mathieu Ducros, Angela M. Getz, Mohamed Haouat, Iván Coto Hernández, Nate Jowett, Iason Keramidis, Céline Larivière-Loiselle, Flavie Lavoie-Cardinal, Harold D. MacGillavry, Asiye Malkoç, Mattia Mancinelli, Pierre Marquet, Steven Minderler, Maxime Moreaud, U. Valentin Nägerl, Katerina Papanikolopoulou, Marie-Eve Paquet, Lorenzo Pavesi, David Perrais, Romain Sansonetti, Martin Thunemann, Beatrice Vignoli, Jenny Yau, Clara Zaccaria (2024)

Time delay reservoir computing with a silicon microring resonator and a fiber-based optical feedback loop, Giovanni Donati, Apostolos Argyris, Mattia Mancinelli, Claudio R. Mirasso, Lorenzo Pavesi (2024)

Chromatic dispersion compensation via an all-optical perceptron, Emiliano Staffoli, Gianpietro Maddinelli, Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi (2024)

Decoding Epileptic Seizures: Exploring In Vitro Approaches to Unravel Pathophysiology and Propel Future Therapeutic Breakthroughs, Yasaman Heydari, Yuri Bozzi, Lorenzo Pavesi (2024)

Reservoir Computing Model For Multi-Electrode Electrophysiological Data Analysis, Ilya Auslender, Lorenzo Pavesi (2023)

Nonlinear response of Silicon Photonics microresonators for reservoir computing neural network, Emiliano Staffoli, Davide Bazzanella, Stefano Biasi, Giovanni Donati, Mattia Mancinelli, Paolo Bettotti, and Lorenzo Pavesi (2023)

Equalization of a 10 Gbps IMDD signal by a small silicon photonics time delayed neural network, Emiliano Staffoli, Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi (May 2023)

Recovery of 40 Gbps PAM4 in a 50 km optical link through a delayed complex perceptron, Emiliano Staffoli, Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi (April 2023)

Impaired synaptic plasticity in an animal model of autism exhibiting early hippocampal GABAergic-BDNF/TrkB signaling alterations, M. Sgritta, , B.Vignoli, , D. Pimpinella, M. Canossa, and E. Cherubini (2023)

Perirhinal Cortex LTP Does Not Require Astrocyte BDNF‐TrkB Signaling, B. Vignoli and M. Canossa (2022)

PRECISE Photonic hybRid EleCtromagnetic SolvEr D. Bazzanella, M. Mancinelli, M. Borghi, P. Bettotti and L. Pavesi (2022)

A photonic complex perceptron for ultrafast data processing M. Mancinelli, D. Bazzanella, Paolo Bettotti and L. Pavesi (2022)

Light induced memory in in-vitro neuronal cultures, C. Zaccaria, M. Mancinelli, B. Vignoli, I. Auslender, P. Bettotti (2022)

A Microring as a Reservoir Computing Node: Memory/Nonlinear Tasks and Effect of Input Non-ideality, D. Bazzanella, S. Biasi, M. Mancinelli and L. Pavesi (2022)

On the effect of the thermal cross-talk in a photonic feed-forward neural network based on silicon microresonators, S. Biasi, R. Franchi, D. Bazzanella and L. Pavesi (2022)

Set-ups to induce by light a memory in in-vitro neuronal Cultures, C. Zaccaria, M. Mancinelli, B. Vignoli, I. Auslender, P. Bettotti, A. Malkoç, M. Canossa and L. Pavesi (2022)

Microring resonators with external optical feedback for time delay reservoir computingG. Donati, C. R. Mirasso, M. Mancinelli, L. Pavesi, and A. Argyris (2021)

Thirty Years in Silicon Photonics: A Personal View, L. Pavesi (2021)

An analog electronic emulator of non-linear dynamics in optical microring resonators, L. Minati, M. Mancinelli, M. Frasca, P. Bettotti, L. Pavesi (2021)

Astrocytic microdomains from mouse cortex gain molecular control over long-term information storage and memory retention, B. Vignoli, G. Sansevero, M. Sasi, R. Rimondini, R. Blum, V. Bonaldo, E. Biasini, S. Santi, N. Berardi, B. Lu, M. Canossa (2021)

Reservoir computing based on a silicon microring and time multiplexing for binary and analog operations, M. Borghi, S. Biasi, L. Pavesi (2021)

Artificial and Biological Neurons: Interdisciplinary Issues and Future PerspectivesD. Bazzanella, G. Bincoletto, M. Consolandi, M. Fasan, F. Gennari, F. C. La Vattiata, L. Rinaldi, D. Roccaro, C. Zaccaria (2021)

A FEM enhanced Transfer Matrix method for optical grating design, C. Zaccaria, M. Mancinelli, L. Pavesi (2021)

Reservoir computing based on a silicon microring and time multiplexing for binary and analog operations, M. Borghi, S. Biasi, L. Pavesi (2021)

On the modeling of thermal and free carrier nonlinearities in Silicon On Insulator microring resonators, M. Borghi, D. Bazzanella, M. Mancinelli, L. Pavesi (2020)

A silicon photonics feed-forward neural network for nonlinear distortion mitigation in an optical link, M. Mancinelli, P. Bettotti, L. Pavesi (2020)

Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss, S. Roy, A. Siarohin, E. Sangineto, S. Rota Bulò, N. Sebe and E. Ricci (2019)

Whitening and Coloring batch trasform for GANs, A. Siarohin, E. Sangineto, N. Sebe (2019)

Appearance and Pose-Conditioned Human Image Generation using Deformable GANs, A. Siarohin, S.Lathuilière, E. Sangineto and N. Sebe (2019)

Attention-based Fusion for Multi-source Human Image Generation, A. Siarohin, S.Lathuilière, E. Sangineto and N. Sebe (2019)

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