Alessandro Bile

Pubblicazioni

Titolo Pubblicato in Anno
Overview of Neuromorphic Optical Systems Solitonic Neural Networks: An Innovative Photonic Neural Network Based on Solitonic Interconnections 2023
Towards Neuro-Learning Process: Pyschomemories Solitonic Neural Networks: An Innovative Photonic Neural Network Based on Solitonic Interconnections 2023
Introduction to Neural Networks: Biological Neural Network Solitonic Neural Networks: An Innovative Photonic Neural Network Based on Solitonic Interconnections 2023
Solitonic Neural Network Acting as an Episodic Memory Solitonic Neural Networks: An Innovative Photonic Neural Network Based on Solitonic Interconnections 2023
The Solitonic X-Junction as a Photonic Neuron Solitonic Neural Networks: An Innovative Photonic Neural Network Based on Solitonic Interconnections 2023
Novel Model Based on Artificial Neural Networks to Predict Short-Term Temperature Evolution in Museum Environment SENSORS 2022
Sigmoid type neuromorphic activation function based on saturable absorption behavior of graphene/PMMA composite for intensity modulation of surface plasmon polariton signals PLASMONICS 2022
Development of intellectual and scientific abilities through game‐programming in Minecraft EDUCATION AND INFORMATION TECHNOLOGIES 2022
Episodic Memory and Information Recognition Using Solitonic Neural Networks Based on Photorefractive Plasticity APPLIED SCIENCES 2022
Supervised learning of soliton X-junctions in lithium niobate films on insulator OPTICS LETTERS 2022
Strategies for the deployment of microclimate sensors in spaces housing collections HERITAGE SCIENCE 2022
Optical Soliton Neural Networks Artificial Neural Networks - Recent Advances, New Perspectives and Applications 2022
Study of magnetic switch for surface plasmon-polariton circuits AIP ADVANCES 2021
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 INTERNATIONAL JOURNAL OF SCIENTIFIC ENGINEERING AND APPLIED SCIENCE 2021
Plasmonic-Solitonic Coupling Structure INTERNATIONAL JOURNAL OF SCIENTIFIC ENGINEERING AND APPLIED SCIENCE 2021
Supervised and unsupervised learning using a fully-plastic all-optical unit of artificial intelligence based on solitonic waveguides NEURAL COMPUTING & APPLICATIONS 2021
Stigmergic electronic gates and networks JOURNAL OF COMPUTATIONAL ELECTRONICS 2021
Prediction of the microclimate through NAR and NARX neural networks: application to Rosenborg Castle, museum partner of the CollectionCare project CollectionCare Conference 2021
Photonic implementation of an elementary unit of artificial intelligence based on solitonic waveguides ICOP2020 Italian Optics and Photonics Conference 2020
Stigmergic reinforcement learning using All-Optical soltionic X-junctions EOS SIOF CAPRI MEETINGS OµS’19 2019

ERC

  • PE2_9
  • PE2_12
  • PE3_10
  • PE6_7
  • PE6_11
  • PE7_5
  • PE8_4

KET

  • Nanotecnologie
  • Big data & computing
  • Life-science technologies & biotechnologies
  • Micro/nano electronics & photonics

Interessi di ricerca

My main research interests are in the development of intelligent systems that work in the domain of optics. Closely related aspects are nonlinear optics, plasmonics, software and hardware neural models. I like to range between acquaintances and then find their connections that are stronger than we think.

Keywords

neuromorphic photonics
Neuromorphic
Artificial Intelligence (AI)
machine learning by artificial neural network
Neural systems and deep learning
deep learning
BIG DATA; DATA MINING ; SPETTACOLO ; VISUAL DATA ;AUDIENCE; LINGUISTICA COMPUTAZIONALE ;
data science
(320.7110) Ultrafast nonlinear optics.
Nanophotonics
Optics and Photonics
nanoplasmonics
electromagnetism

Progetti di Ricerca

© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma