Libri e Monografie

A. Bile, Solitonic Neural Networks: An Innovative Photonic Neural Network Based on Solitonic Interconnections. In (Ed.), AI in Materials – Springer. ISBN-10: 3031486544. ISBN-13: 978-3031486548. https://doi.org/10.1007/978-3-031-48655-5

Chapter 1 DOI: https://doi.org/10.1007/978-3-031-48655-5_1

Chapter 2 DOI: https://doi.org/10.1007/978-3-031-48655-5_2

Chapter 3 DOI: https://doi.org/10.1007/978-3-031-48655-5_3

Chapter 4 DOI: https://doi.org/10.1007/978-3-031-48655-5_4

Chapter 5 DOI: https://doi.org/10.1007/978-3-031-48655-5_5

Capitoli di Libri:

E. Fazio, A. Bile, H. Tari (2022). Optical Soliton Neural Networks. In (Ed.), Artificial Neural Networks – Recent Advances, New Perspectives and Applications. IntechOpen. https://doi.org/10.5772/intechopen.107927

Riviste Scientifiche:

1. A. Bile, H. Tari, R. Pepino, A. Nabizada, E. Fazio, Photorefraction Simulates Well the Plasticity of Neural Synaptic Connections. Biomimetics 2024, 9, 231. https://doi.org/10.3390/biomimetics9040231.

2. A. Bile, M. Centini, D. Ceneda, A. Passaseo, V. Tasco, C. Sibilia and M.C. Larcirpete, Tuning the Berreman mod of GaN/AlxGa1-xN heterostructures on sapphire: the role of the 2D-electron gas in the mid-infrared, Optical Materials, 2023, https://doi.org/10.1016/j.optmat.2023.114708.

3. H. Tari, A. Bile, A. Nabizada, E. Fazio, "Immobilization of photorefractive solitons by charge anchoring on conductive walls," Opt. Lett. 48, 6508 (2023), https://doi.org/10.1364/OL.506249

4. H. Tari, A. Bile, A. Nabizade, M. Iodice and E. Fazio, Addressable hybrid Plasmonic-Solitonic intercconection, Opt. Express, (2023), https://doi.org/10.1364/OE.489886.

5. A. Bile, G. Bile, R. Pepino, H. Tari, Innovative and non-invasive method for the diagnosis of dyschromatopsia and the re-education of the eyes, Res. Biomed. Eng (2023). https://doi.org/10.1007/s42600-023-00263-1.

6. F. Frasca, E. Verticchio, A. Peiró-Vitoria, A. Grinde, A. Bile, C. Chimenti, C. Conati Barbaro, G. Favero, E. Fazio, F. Garcia-Diego, A.M. Siani, Strategies for the use of microclimate sensors in spaces housing collections, Heritage Science (2022), Herit Sci 10, 200 (2022). https://doi.org/10.1186/s40494-022-00831-1.

7. A. Bile, H. Tari, A. Grinde, F. Frasca, A.M Siani, E. Fazio, Novel model based on artificial neural networks to predict short-term temperature evolution in museum enviroment, Sensors 22, 615 (2022) https://doi.org/10.3390/s22020615.

8. A. Bile, M. Chauvet, H. Tari and E. Fazio Supervised Learning of soliton X-junctions in Lithium Niobate films On Insulator, Optics Letters 47, 21 (2022), https://doi.org/10.1364/OL.468997.

9. A. Bile, H. Tari, E. Fazio, Episodic Memory and Information Recognition Using Solitonic Neural Networks Based on Photorefractive Plasticity. Appl. Sci. 2022, 12, 5585, https: // doi.org/10.3390/app12115585.

10. H. Tari, A. Bile, F. Moratti, E. Fazio, Neuromorphic activation function for Surface Plasmon Polariton integrated circuits, Plasmonics (2022) https://doi.org/10.1007/s11468-021-01553-z.

11. B. Ianero, A. Bile, M. Alonzo, E. Fazio, Stigmergic electronic gates and networks, in press on J. Computational Electronics 20, 2614–2621 (2021), https://doi.org/10.1007/s10825-021-01799-0.

12. A. Bile, F. Moratti, H. Tari, E. Fazio, Supervised and unsupervised learning using a fully-plastic all-optical unit of artificial intelligence based on solitonic waveguides, Neural Comput. & Applic. (2021). https://doi.org/10.1007/s00521-021-06299-7

13. A. Bile, Development of intellectual and scientific abilities through game- programming in Minecraft. Educ Inf Technol (2022). https://doi.org/10.1007/s10639-022-10894-z.

14. A. Bile, R. Pepino, E. Fazio, Study of magnetic switch for surface plasmon-polariton circuits, AIP Advances 11, 045222 (2021), https://doi.org/10.1063/5.0040674.

15.  F. Camponeschi, A. Bile, H. Tari, E. Fazio, Plasmonic-Solitonic coupling structure, Int. J. Sci. Eng. Appl. Sci. 7 (3), 162-167 (2021)

16. M. Reza Majidi, H. Tari, A. Bile, E. Fazio, Development of sol-gel based carbon ceramic electrode modified by graphene oxide - polypyrrole nanocomposite for simultaneous determination of uric acid and dopamine in presence of ascorbic acid, Int. J. Sci. Eng. Appl. Sci. 7 (3), 162-167 (2021).

Abstracts nelle riviste di Conferenze:

1)   A. Bile, H. Tari, R. Pepino, A. Nabizada and E. Fazio, Solitonic Neural Network: A novel approach of photonic Artificial Intelligence based on photorefractive solitonic waveguides, EPJ Web Conf, Volume 287 (2023), EOS Annual Meeting (EOSAM 2023), https://doi.org/10.1051/epjconf/202328713003

2)   A. Bile, M. Centini, D. Ceneda, A. Passaseo, D.M. Tobaldi, V. Tasco, C. Sibilia and M.C. Larcirpete, Tuning mid-infrared polarization sensitive reflectivity in GaN/AlGaN heterostructures,  EPJ Web Conf, Volume 287 (2023), EOS Annual Meeting (EOSAM 2023), https://doi.org/10.1051/epjconf/202328714002

3)   H. Tari, A. Bile, A. Nabizada, R. Pepino and E. Fazio, Realization of tunable ultrabroadband interconnection for solitonic-plasmonic synapsis by exploiting epsilon near zero conducting oxides, EPJ Web Conf, Volume 287 (2023), EOS Annual Meeting (EOSAM 2023), https://doi.org/10.1051/epjconf/202328713021

Conferenze

Interventi Plenari

  A. Bile, F. Frasca, A.M. Siani, E. Verticchio, E. Fazio, Prediction of the microclimate through NAR and NARX neural networks: application to Rosenborg Castle, museum partner of the CollectionCare project, CollectionCare Conference, Valencia, Spain. Plenary Speaker - December 2021.

Interventi su Invito

A. Bile, H. Tari, E. Fazio, Development of an episodic neural network model using spatial solitons, CMPMEET2022 International meet on condensed matter physics, Munich (Germany). Invited Speaker – May 2022.

Interventi regolari e Poster

1. A. Bile, H. Tari, R. Pepino, A. Nabizada and E. Fazio, Solitonic Neural Network: a novel approach of Photonic Artificial Intelligence based on photorefractive solitonic waveguides, EOSAM 2023, Dijon (France), Regular Speech – September 2023. 

2. A. Bile, M. Centini, D. Ceneda, A. Passaseo, D. M. Tobaldi, V. Tasco, C. Sibilia and M.C. Larciprete, Tuning mid-infrared polarization sensitive reflectivity in GaN/AlGaN heterostructures, EOSAM 2023, Dijon (France), Regular Speech – September 2023. 

3. H. Tari, A. Bile, A. Nabizada, R. Pepino and E. Fazio, Realization of tunable ultra-broadband interconnection for solitonic-plasmonic ysnapsis by exploiting near zero conductive oxides, EOSAM 2023, Dijon (France), Poster – September 2023. 

4. M. Centini, A. Bile, A. Belardini, D. Ceneda, A. Passaseo, D. M. Tobaldi, C. Sibilia and M.C. Larciprete, Mid-infrared Berreman modes tuning in GaN/AlGaNvisible multilayer cavities on Sapphire for broadband nonlinear frequency conversion, NOP 2023, Lecce, Poster – September 2023.

5. E. Fazio, A. Bile, H. Tari, Neural networking and machine learning based on photorefractive solitonic waveguides: novel all-plastic Photonic Artificial Intelligence, Photorefractive Photonics and Beyond 2022, Monastier di Treviso (Italy), Regular Speech – September 2022.

6. H. Tari, A. Bile, M. Iodice, E. Fazio, Photorefractive soliton synapsis for Surface-Plasmon-Polariton circuits, Photorefractive Photonics and Beyond 2022, Monastier di Treviso (Italy), Regular Speech – September 2022.

7. A. Bile, M. Chauvet, F. Bassignot, L. Gauthier-Manuel, H. Tari, E. Fazio, Addressable and erasable photonic neurons using solitonic X-Junctions in lithium niobite films, Photorefractive Photonics and Beyond 2022, Monastier di Treviso (Italy), Regular Speech – September 2022.

8. E. Fazio, A. Bile, H. Tari, Stigmergic reinforcement learning in photonic neural networks based on solitonic waveguides, AI and Machine Learning, Budapest (Hungary), Regular Speech – August 2022.

9. M. Chauvet, A. Perin, A. Bile, F. Bassignot, L. Gauthier-Manuel, E. Fazio, Films De LiNbO3: a plateforme pour fonctions optiques photo induites, OPTIQUE NICE 2022, Nice (France), Regular Speech – July 2022.

10. A. Bile, H. Tari, E. Fazio, Solitonic neuromorphic hardware for episodic pattern recognition and memorization, ICOP 2022, Trento (Italy), Regular Speech – June 2022.

11. A. Bile, H. Tari, E. Fazio, Solitonic neuromorphic hardware for pattern recognition and episodic memorization, Euro Optics 2022, Rome (Italy), Regular Speech - March 2022.

12. A. Bile, F. Frasca, E. Verticchio, E. Fazio, G. Favero, C. Chimenti ,, A. Grinde, A.M. Siani, Novel approach based on machine learning techniques to predict the microclimate variables inside museums, at the 4th congress of AISAM - Italian Association of Atmospheric Sciences and Meteorology, University of Milano, Italy. Regular Speech – February 2022.

13. F. Frasca, E. Verticchio, A. Bile, E. Fazio, G. Favero, C. Chimenti, A. Vulpiani, A. Grinde, A.M. Siani, Approaches to analyze the indoor climate in historical buildings, at the 4th congress of AISAM - Italian Association of Atmospheric Sciences and Meteorology, University of Milano, Italy. Regular Speech – February 2022.

14. A. Bile, G. Nicita, D. De Vito, Analysis of transversal skills acquired through game-learning, Fablearn Italy Conference 2021, INDIRE, Regular Speech – December 2021.

15. F. Frasca, E. Verticchio, A. Bile, E. Fazio, G. Favero, C. Chimenti, C. Conati Barbaro, A. Vulpiani, S. Lupi, A. Grinde, B. Escobar Soca, M. Zarzo, P. Merello, F.J. García-Diego, A.M. Siani, Changing track in procedures for deploying microclimate sensor devices in museum environments: application to CollectionCare museums, CollectionCare Conference, Valencia, Spain. Regular Speech – December 2021.

16. E. Fazio, A. Bile, H. Tari, Experimenting with optical plasticity in photonic machine learning – towards all-optical Artificial Intelligence, EOSAM 2021, Rome Italy, Regular Speech – September 2021.

17. F Frasca, E. Verticchio, A. Bile, E. Fazio, G. Favero, C. Chimenti, A. Vulpiani, A. Grinde, A.M. Siani, Definition of allowable targets from indoor climate observations in exhibition rooms: the case study of the Rosenborg Castle (Denmark) Analysis of the indoor climate trends in exhibition rooms: the case study of the Rosenborg Castle (Denmark), at the 3rd congress of AISAM - Italian Association of Atmospheric Sciences and Meteorology, University of L'Aquila, Italy, Poster - February 2021.

18. A. Bile, F. Moratti, E. Fazio, Photonic implementation of an elementary unit of artificial intelligence based on solitonic waveguides, Orale at ICOP2020 Italian Optics and Photonics Conference, University of Parma, Italy. Regular Speech – September 2020.

19. H. Tari, A. Bile, F. Moratti, E. Fazio, Implementation of neuromorphic activation function within Surface Plasmon Polariton circuits, at ICOP2020 Italian Optics and Photonics Conference, University of Parma, Italy. Regular Speech – September 2020.

20. H. Tari, A. Bile, F. Moratti, E. Fazio, Surface Plasmon Polariton neuromorphic circuit with sigmoid activation function, at 9th EPS- QEOD Europhoton, Czech Technical University, Prague, Czech Republic. Poster – September 2020.