Massimo Panella | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Convergenza e generalizzazione nelle reti neurali quantistiche	Memorie ET2024	2024
Modelli generativi quantistici	Memorie ET2024	2024
Reti neurali applicate all’elaborazione di segnali biomedici per l’analisi comportamentale	Memorie ET2024	2024
Il quantum computing per la tomografia elettromagnetica	Memorie ET2024	2024
Integrazione del calcolo iperdimensionale nei circuiti digitali e nelle reti neurali	Memorie ET2024	2024
Reti neurali e neurofuzzy per la classificazione di serie temporali energetiche	Memorie ET2024	2024
Temporal Graph Neural Networks and Explainability for Future Energy Scenarios	Memorie ET2024	2024
Quantum hybrid diffusion models for image synthesis	KI - KÜNSTLICHE INTELLIGENZ	2024
A variational approach to quantum gated recurrent units	JOURNAL OF PHYSICS COMMUNICATIONS	2024
A neural network symbolic approach to structural health monitoring in aerospace applications	Proceedings of 2024 IEEE Congress on Evolutionary Computation (IEEE CEC 2024)	2024
Quantum Generative Modeling via Straightforward State Preparation	Proceedings of Quantum Techniques in Machine Learning (QTML 2024)	2024
Enhancing QAOA Ansatz via Multi-Parameterized Layer and Blockwise Optimization	Proceedings of Quantum Techniques in Machine Learning (QTML 2024)	2024
Quantum Enhanced Knowledge Distillation	Proceedings of Quantum Techniques in Machine Learning (QTML 2024)	2024
Advancing Quantum Machine Learning: Efficient Hybrid Quantum Computation	Meeting Centro Nazionale di Ricerca in HPC, Big Data and Quantum Computing (ICSC)	2024
Machine learning forecast of surface solar irradiance from meteo satellite data	REMOTE SENSING OF ENVIRONMENT	2024
A layerwise-multi-angle approach to fine-tuning the quantum approximate optimization algorithm	Proceedings of the International Joint Conference on Neural Networks	2024
Multi-label classification with imbalanced classes by fuzzy deep neural networks	INTEGRATED COMPUTER-AIDED ENGINEERING	2024
An explainable fast deep neural network for emotion recognition	BIOMEDICAL SIGNAL PROCESSING AND CONTROL	2024
A randomized deep neural network for emotion recognition with landmarks detection	BIOMEDICAL SIGNAL PROCESSING AND CONTROL	2023
A Study on Structural Health Monitoring of a Large Space Antenna via Distributed Sensors and Deep Learning	SENSORS	2023

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Progetti di Ricerca

Machine Learning and Sensor Integration for Innovative e-Health Practices in Parkinson's Disease

Laboratori di ricerca

Laboratorio di Intelligenza Computazionale e Sistemi Pervasivi