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

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