Antonello Rosato

Pubblicazioni

Titolo Pubblicato in Anno
Modular quantum circuits for secure communication IET QUANTUM COMMUNICATION 2023
Neural Graphs: An Effective Solution for the Resource Allocation in NFV Sites interconnected by Elastic Optical Networks International Conference on Transparent Optical Networks 2023
Multi-damage detection in composite space structures via deep learning SENSORS 2023
An adaptive embedding procedure for time series forecasting with deep neural networks NEURAL NETWORKS 2023
Fast convolutional analysis of task-based fMRI data for ADHD detection Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
A deep neural network for G-quadruplexes binding proteins classification Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2023
Distributed LSTM-based cloud resource allocation in Network Function Virtualization Architectures COMPUTER NETWORKS 2022
Multivariate time series analysis for electrical power theft detection in the distribution grid 2022 IEEE International conference on environment and electrical engineering and 2022 IEEE Industrial and commercial power systems Europe, EEEIC / I and CPS Europe 2022 2022
A price-aware dynamic decision system in energy communities 2022 IEEE International conference on environment and electrical engineering and 2022 IEEE Industrial and commercial power systems Europe, EEEIC / I and CPS Europe 2022 2022
All-optical AND Logic Gate Based on Semiconductor Optical Amplifiers for Implementing Deep Recurrent Neural Networks 2022 International Conference on Numerical Simulation of Optoelectronic Devices (NUSOD) 2022
A Fast Deep Learning Technique for Wi-Fi-Based Human Activity Recognition ELECTROMAGNETIC WAVES 2022
Hybrid Quantum-Classical Recurrent Neural Networks for Time Series Prediction Proceedings of the International Joint Conference on Neural Networks 2022
Few-shot Federated Learning in Randomized Neural Networks via Hyperdimensional Computing Proceedings of the International Joint Conference on Neural Networks 2022
All-optical logic gates based on semiconductor optical amplifiers for implementing deep recurrent neural networks Atti della 53.ma Riunione Annuale dell’Associazione Società Italiana di Elettronica (SIE) 2022
Nonexclusive Classification of Household Appliances by Fuzzy Deep Neural Networks Communications in Computer and Information Science 2022
Detection of Autism Spectrum Disorder by a Fast Deep Neural Network Applied Intelligence and Informatics 2022
Reti neurali quantistiche per dispositivi Noisy Intermediate-Scale Quantum (NISQ) Memorie ET2022 2022
Reti neurali randomizzate per la predizione di serie energetiche Memorie ET2022 2022
Calcolo iperdimensionale e architetture a vettori simbolici per le reti neurali Memorie ET2022 2022

Progetti di Ricerca

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