Massimo Panella

Pubblicazioni

Titolo Pubblicato in Anno
A General Approach to Dropout in Quantum Neural Networks ADVANCED QUANTUM TECHNOLOGIES 2023
A General Approach for Dropout in Quantum Neural Networks Proceedings of Quantum Techniques in Machine Learning (QTML 2023) 2023
Towards Quantum Diffusion Models Proceedings of Quantum Techniques in Machine Learning (QTML 2023) 2023
Towards Strategies to Avoid Barren Plateaus Proceedings of Quantum Techniques in Machine Learning (QTML 2023) 2023
Esercizi di Elettrotecnica, Terza edizione 2022
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
Multi-site Forecasting of Energy Time Series with Spatio-Temporal Graph Neural Networks Proceedings of the International Joint Conference on Neural Networks 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
Intelligenza artificiale per l’offerta di servizi turistici personalizzati Atti del II Convegno Annuale Distretto Tecnologico per i Beni e le Attività Culturali della Regione Lazio – Centro di Eccellenza 2022
Ensembling Techniques for Quantum Neural Networks Proceedings of Quantum Techniques in Machine Learning (QTML 2022) 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
An Indirect Approach to Forecast Produced Power on Photovoltaic Plants Under Uneven Shading Conditions 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

Progetti di Ricerca

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