Antonello Rosato

63 papers B 21C 2Misc 2Journal 26Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A hybrid quantum-neural network for heart disease classification. Biomed. Signal Process. Control. Alessio Verdone, Federico Succetti, Andrea Ceschini, Antonello Rosato, Alessio Fioravanti, Massimo Panella
2026	J	`jnl`	All-optical AND Logic Gate With High Extinction Ratio for Neural Network Hardware Implementation. IEEE J. Emerg. Sel. Topics Circuits Syst. Rita Asquini, Alessio Buzzin, Badrul Alam, Andrea Ceschini, Antonello Rosato, Massimo Panella
2026	J	`jnl`	Configurable Hardware Acceleration for Hyperdimensional Computing Extension on RISC-V. IEEE Trans. Computers Rocco Martino, Marco Angioli, Antonello Rosato, Marcello Barbirotta, Abdallah Cheikh, Mauro Olivieri
2026	J	`jnl`	HD-CB: The First Exploration of Hyperdimensional Computing for Contextual Bandits Problems. IEEE Open J. Comput. Soc. Marco Angioli, Antonello Rosato, Marcello Barbirotta, Rocco Martino, Francesco Menichelli, Mauro Olivieri
2025	B	`conf`	A Study on Quantum Reservoir Recurrent Models for Time-Constrained Volatile Sequence Forecasting. IJCNN Antonello Rosato, Andrea Ceschini, Federico Succetti, Samuel Yen-Chi Chen, Massimo Panella
2025	J	`jnl`	An explainable fast deep neural network for emotion recognition. Biomed. Signal Process. Control. Francesco Di Luzio, Antonello Rosato, Massimo Panella
2025	B	`conf`	Classical to Quantum Knowledge Distillation: a Study on the Impact of Hybridization. IJCNN Simone Piperno, Giacomo Vittori, David Windridge, Antonello Rosato, Massimo Panella
2025	J	`jnl`	Efficient Hyperdimensional Computing with Modular Composite Representations. CoRR Marco Angioli, Christopher J. Kymn, Antonello Rosato, Amy Loutfi, Mauro Olivieri, Denis Kleyko
2025	B	`conf`	Graph Attention Networks for Gait-Based Autism Spectrum Disorder Detection and Interpretability. IJCNN Simone Colella, Federica Colonnese, Francesco Di Luzio, Antonello Rosato, Alessio Fioravanti, Massimo Panella
2025	J	`jnl`	HD-CB: The First Exploration of Hyperdimensional Computing for Contextual Bandits Problems. CoRR Marco Angioli, Antonello Rosato, Marcello Barbirotta, Rocco Martino, Francesco Menichelli, Mauro Olivieri
2025	B	`conf`	HD-CBBIN: A Lightweight Approach for Contextual Bandit Learning in Real-Time Applications. IJCNN Marco Angioli, Antonello Rosato, Marcello Barbirotta, Rocco Martino, Andrea Marcelli, Antonio Mastrandrea, Mauro Olivieri
2025	B	`conf`	Hybrid Quantum-Classical Framework for Anomaly Detection in Time Series with QUBO formulation and QAOA. IJCNN Marco Casalbore, Leonardo Lavagna, Antonello Rosato, Massimo Panella
2025	J	`jnl`	Multi-label classification with imbalanced classes by fuzzy deep neural networks. Integr. Comput. Aided Eng. Federico Succetti, Antonello Rosato, Massimo Panella
2025	B	`conf`	Novel Quantum Approaches to Hyperdimensional Computing for Neural Networks. IJCNN Leonardo Lavagna, Andrea Ceschini, Antonello Rosato, Massimo Panella
2025	B	`conf`	Patch-Based Graph Neural Network for Autism Classification via Eye Gaze Analysis. IJCNN Alessio Verdone, Federica Colonnese, Antonello Rosato, Massimo Panella
2025	C	`conf`	Trade-offs in Cryptosystems by Boolean and Quantum Circuits. ISCAS Leonardo Lavagna, Francesca De Falco, Andrea Ceschini, Antonello Rosato, Massimo Panella
2024	B	`conf`	A Layerwise-Multi-Angle Approach to Fine-Tuning the Quantum Approximate Optimization Algorithm. IJCNN Leonardo Lavagna, Andrea Ceschini, Antonello Rosato, Massimo Panella
2024	B	`conf`	A Neural Network Symbolic Approach to Structural Health Monitoring in Aerospace Applications. CEC Federica Angeletti, Federico Succetti, Massimo Panella, Antonello Rosato
2024	B	`conf`	AeneasHDC: An Automatic Framework for Deploying Hyperdimensional Computing Models on FPGAs. IJCNN Marco Angioli, Saeid Jamili, Marcello Barbirotta, Abdallah Cheikh, Antonio Mastrandrea, Francesco Menichelli, Antonello Rosato, Mauro Olivieri
2024	J	`jnl`	An Explainable Fast Deep Neural Network for Emotion Recognition. CoRR Francesco Di Luzio, Antonello Rosato, Massimo Panella
2024	J	`jnl`	Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection. Int. J. Neural Syst. Federica Colonnese, Francesco Di Luzio, Antonello Rosato, Massimo Panella
2024	—	`conf`	Evolving Hybrid Quantum-Classical GRU Architectures for Multivariate Time Series. MLSP Francesca De Falco, Leonardo Lavagna, Andrea Ceschini, Antonello Rosato, Massimo Panella
2024	J	`jnl`	From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks. CoRR Andrea Ceschini, Francesco Mauro, Francesca De Falco, Alessandro Sebastianelli, Alessio Verdone, Antonello Rosato, Bertrand Le Saux, Massimo Panella, Paolo Gamba, Silvia Liberata Ullo
2024	J	`jnl`	Perceptron Theory Can Predict the Accuracy of Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Denis Kleyko, Antonello Rosato, Edward Paxon Frady, Massimo Panella, Friedrich T. Sommer
2024	Misc	`conf`	Q-SCALE: Quantum Computing-Based Sensor Calibration for Advanced Learning and Efficiency. QCE Lorenzo Bergadano, Andrea Ceschini, Pietro Chiavassa, Edoardo Giusto, Bartolomeo Montrucchio, Massimo Panella, Antonello Rosato
2024	J	`jnl`	Q-SCALE: Quantum computing-based Sensor Calibration for Advanced Learning and Efficiency. CoRR Lorenzo Bergadano, Andrea Ceschini, Pietro Chiavassa, Edoardo Giusto, Bartolomeo Montrucchio, Massimo Panella, Antonello Rosato
2023	—	`conf`	A Deep Neural Network for G-Quadruplexes Binding Proteins Classification. IWANN (1) Francesco Di Luzio, Alessandro Paiardini, Federica Colonnese, Antonello Rosato, Massimo Panella
2023	J	`jnl`	A Study on Structural Health Monitoring of a Large Space Antenna via Distributed Sensors and Deep Learning. Sensors Federica Angeletti, Paolo Iannelli, Paolo Gasbarri, Massimo Panella, Antonello Rosato
2023	J	`jnl`	A randomized deep neural network for emotion recognition with landmarks detection. Biomed. Signal Process. Control. Francesco Di Luzio, Antonello Rosato, Massimo Panella
2023	J	`jnl`	An adaptive embedding procedure for time series forecasting with deep neural networks. Neural Networks Federico Succetti, Antonello Rosato, Massimo Panella
2023	—	`conf`	Fast Convolutional Analysis of Task-Based fMRI Data for ADHD Detection. IWANN (2) Federica Colonnese, Francecso Di Luzio, Antonello Rosato, Massimo Panella
2023	J	`jnl`	Modular quantum circuits for secure communication. IET Quantum Commun. Andrea Ceschini, Antonello Rosato, Massimo Panella
2023	J	`jnl`	Multi-Damage Detection in Composite Space Structures via Deep Learning. Sensors Federica Angeletti, Paolo Gasbarri, Massimo Panella, Antonello Rosato
2023	—	`conf`	Neural Graphs: an Effective Solution for the Resource Allocation in NFV Sites interconnected by Elastic Optical Networks. ICTON Vincenzo Eramo, Francesco Giacinto Lavacca, Francesco Valente, V. Filippetti, Antonello Rosato, Alessio Verdone, Massimo Panella
2022	—	`conf`	Analysis of Logic Schemes for the Optical Implementation of Pointwise Operations in Gated Recurrent Unit Cells. AISEM Badrul Alam, Andrea Ceschini, Antonello Rosato, Massimo Panella, Rita Asquini
2022	J	`jnl`	Design of an LSTM Cell on a Quantum Hardware. IEEE Trans. Circuits Syst. II Express Briefs Andrea Ceschini, Antonello Rosato, Massimo Panella
2022	J	`jnl`	Distributed LSTM-based cloud resource allocation in Network Function Virtualization Architectures. Comput. Networks Tiziana Catena, Vincenzo Eramo, Massimo Panella, Antonello Rosato
2022	B	`conf`	Few-shot Federated Learning in Randomized Neural Networks via Hyperdimensional Computing. IJCNN Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko
2022	B	`conf`	Hybrid Quantum-Classical Recurrent Neural Networks for Time Series Prediction. IJCNN Andrea Ceschini, Antonello Rosato, Massimo Panella
2022	—	`conf`	Nonexclusive Classification of Household Appliances by Fuzzy Deep Neural Networks. AII Federico Succetti, Antonello Rosato, Massimo Panella
2021	B	`conf`	A Blockwise Embedding for Multi-Day-Ahead Prediction of Energy Time Series by Randomized Deep Neural Networks. IJCNN Francesco Di Luzio, Antonello Rosato, Federico Succetti, Massimo Panella
2021	J	`jnl`	A Parallel Hardware Implementation for 2-D Hierarchical Clustering Based on Fuzzy Logic. IEEE Trans. Circuits Syst. II Express Briefs Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Massimo Panella, Marco Re, Antonello Rosato, Sergio Spanò
2021	J	`jnl`	A decentralized algorithm for distributed ensemble clustering. Inf. Sci. Antonello Rosato, Rosa Altilio, Massimo Panella
2021	B	`conf`	Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks. IJCNN Antonello Rosato, Massimo Panella, Denis Kleyko
2021	J	`jnl`	Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks. CoRR Antonello Rosato, Massimo Panella, Denis Kleyko
2021	—	`conf`	On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks. IWANN (2) Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko
2021	J	`jnl`	On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks. CoRR Antonello Rosato, Massimo Panella, Evgeny Osipov, Denis Kleyko
2021	—	`conf`	Time Series Prediction with Autoencoding LSTM Networks. IWANN (2) Federico Succetti, Andrea Ceschini, Francesco Di Luzio, Antonello Rosato, Massimo Panella
2020	B	`conf`	ADMM Consensus for Deep LSTM Networks. IJCNN Antonello Rosato, Federico Succetti, Marcello Barbirotta, Massimo Panella
2020	J	`jnl`	Deep Neural Networks for Multivariate Prediction of Photovoltaic Power Time Series. IEEE Access Federico Succetti, Antonello Rosato, Rodolfo Araneo, Massimo Panella
2020	J	`jnl`	Perceptron Theory for Predicting the Accuracy of Neural Networks. CoRR Denis Kleyko, Antonello Rosato, Edward Paxon Frady, Massimo Panella, Friedrich T. Sommer
2020	B	`conf`	Prediction of Photovoltaic Time Series by Recurrent Neural Networks and Genetic Embedding. CEC Antonello Rosato, Rodolfo Araneo, Massimo Panella
2020	B	`conf`	Time Series Prediction Using Random Weights Fuzzy Neural Networks. FUZZ-IEEE Antonello Rosato, Massimo Panella
2019	Misc	`conf`	A Training Procedure for Quantum Random Vector Functional-link Networks. ICASSP Massimo Panella, Antonello Rosato
2018	B	`conf`	A Sparse Bayesian Model for Random Weight Fuzzy Neural Networks. FUZZ-IEEE Rosa Altilio, Antonello Rosato, Massimo Panella
2018	C	`conf`	On-line Learning of RVFL Neural Networks on Finite Precision Hardware. ISCAS Antonello Rosato, Rosa Altilio, Massimo Panella
2018	B	`conf`	Water Quality Prediction Based on Wavelet Neural Networks and Remote Sensing. IJCNN Hieda Adriana Nascimento Silva, Antonello Rosato, Rosa Altilio, Massimo Panella
2017	B	`conf`	A new learning approach for Takagi-Sugeno fuzzy systems applied to time series prediction. FUZZ-IEEE Rosa Altilio, Antonello Rosato, Massimo Panella
2017	—	`conf`	A nonuniform quantizer for hardware implementation of neural networks. ECCTD Rosa Altilio, Antonello Rosato, Massimo Panella
2017	—	`conf`	Finite precision implementation of random vector functional-link networks. DSP Antonello Rosato, Rosa Altilio, Massimo Panella
2016	B	`conf`	Distributed learning of Random Weights Fuzzy Neural Networks. FUZZ-IEEE Roberto Fierimonte, Marco Barbato, Antonello Rosato, Massimo Panella
2016	—	`ch.`	Recent Advances on Distributed Unsupervised Learning. Advances in Neural Networks Antonello Rosato, Rosa Altilio, Massimo Panella
2014	—	`conf`	Correspondence matching based on Higher Order Statistics for Multi-view plus Depth video sequences. EUVIP Stefania Colonnese, P. Oliveira, Antonello Rosato, L. Ungaro, Azeddine Beghdadi, Mauro Biagi, Gaetano Scarano