Antonello Rosato

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
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
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
A layerwise-multi-angle approach to fine-tuning the quantum approximate optimization algorithm	Proceedings of the International Joint Conference on Neural Networks	2024
AeneasHDC: an automatic framework for deploying hyperdimensional computing models on FPGAs	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
Enhancing autism detection through gaze analysis using eye tracking sensors and data attribution with distillation in deep neural networks	SENSORS	2024
Evolving hybrid quantum-classical GRU architectures for multivariate time series	IEEE International Workshop on Machine Learning for Signal Processing, MLSP	2024
A deep learning-based approach for battery life classification	Proceedings - 24th EEEIC International Conference on Environment and Electrical Engineering and 8th I and CPS Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2024	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
Challenges and perspectives of smart grid systems in islands. A real case study	ENERGIES	2023

Pubblicazioni

Progetti di Ricerca