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antonello.rosato@uniroma1.it
Antonello Rosato
Ricercatore
Struttura:
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE, ELETTRONICA E TELECOMUNICAZIONI
E-mail:
antonello.rosato@uniroma1.it
Pagina istituzionale corsi di laurea
Curriculum 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
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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Progetti di Ricerca
Reti Neurali e Logica Fuzzy per la predizione di serie energetiche
Neural and Fuzzy Neural Techniques for Renewable Energy Sources Management in Smart Grids
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