NEuromorphic Reconfigurable Integrated photonic Circuits as artificial image processor

Risultati finali

Project web site - to be continuously updated

Design, launch and update of the Project's webpage

Pubblicazioni

Optical Implementation of 2 × 2 Universal Unitary Matrix Transformations

Autori: Andrés Macho‐Ortiz, Daniel Pérez‐López, José Capmany
Pubblicato in: Laser & Photonics Reviews, Numero 15/7, 2021, Pagina/e 2000473, ISSN 1863-8880
Editore: Wiley - VCH Verlag GmbH & CO. KGaA
DOI: 10.1002/lpor.202000473

Fabry-Perot Lasers as Enablers for Parallel Reservoir Computing

Autori: Adonis Bogris, Charis Mesaritakis, Stavros Deligiannidis, Pu Li
Pubblicato in: IEEE Journal of Selected Topics in Quantum Electronics, Numero 27/2, 2021, Pagina/e 1-7, ISSN 1077-260X
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2020.3011879

Performance and Complexity Analysis of i-directional Recurrent Neural Network Models vs. Volterra Nonlinear Equalizers in Digital Coherent Systems

Autori: Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris
Pubblicato in: Journal of Lightwave Technology, 2021, Pagina/e 1-1, ISSN 0733-8724
Editore: Optical Society of America
DOI: 10.1109/jlt.2021.3092415

Modeling amplified arbitrary filtered microwave photonic links and systems

Autori: Erica Sánchez, Daniel Pérez-López, Prometheus dasMahapatra, José Capmany
Pubblicato in: Optics Express, Numero 29/10, 2021, Pagina/e 14757, ISSN 1094-4087
Editore: Optical Society of America
DOI: 10.1364/oe.423613

Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks

Autori: Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis, Yannis Kopsinis
Pubblicato in: Journal of Lightwave Technology, Numero 38/21, 2020, Pagina/e 5991-5999, ISSN 0733-8724
Editore: Optical Society of America
DOI: 10.1109/jlt.2020.3007919

Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry

Autori: Alessio Lugnan, Emmanuel Gooskens, Jeremy Vatin, Joni Dambre, Peter Bienstman
Pubblicato in: Scientific Reports, Numero 10/1, 2020, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-020-77765-w

Time-Multiplexed Spiking Convolutional Neural Network Based on VCSELs for Unsupervised Image Classification

Autori: Menelaos Skontranis, George Sarantoglou, Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis
Pubblicato in: Applied Sciences, Numero 11/4, 2021, Pagina/e 1383, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app11041383

Micro-Ring-Resonator Based Passive Photonic Spike-Time-Dependent-Plasticity Scheme for Unsupervised Learning in Optical Neural Networks

Autori: Charis Mesaritakis, Menelaos Skontranis, George Sarantoglou, Adonis Bogris
Pubblicato in: Optical Fiber Communication Conference (OFC) 2020, 2020, Pagina/e T4C.2, ISBN 978-1-943580-71-2
Editore: OSA
DOI: 10.1364/ofc.2020.t4c.2

Learning to Detect Objects with a 1 Megapixel Event Camera

Autori: Perot, Etienne; de Tournemire, Pierre; Nitti, Davide; Masci, Jonathan; Sironi, Amos
Pubblicato in: Advances in Neural Information Processing Systems 33 (NeurIPS 2020), Numero 33, 2020, Pagina/e 16639--16652
Editore: Curran Associates, Inc.

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