Andrea Ceschini

21 papers B 4C 1Misc 1Journal 11Unranked 3
YearRankTypeTitle / 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
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 — —
Achieving quantum utility and quantum advantage through AI-based approaches and efficient data driven models.
Andrea Ceschini
2025 B conf
Novel Quantum Approaches to Hyperdimensional Computing for Neural Networks.
IJCNN
Leonardo Lavagna, Andrea Ceschini, Antonello Rosato, Massimo Panella
2025 J jnl
On hybrid quanvolutional neural networks optimization.
Quantum Mach. Intell.
Andrea Ceschini, Andrea Carbone, Alessandro Sebastianelli, Massimo Panella, Bertrand Le Saux
2025 J jnl
Quantum Simplicial Neural Networks.
CoRR
Simone Piperno, Claudio Battiloro, Andrea Ceschini, Francesca Dominici, Paolo Di Lorenzo, 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 — 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 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
2024 J jnl
Quantum Hybrid Diffusion Models for Image Synthesis.
Künstliche Intell.
Francesca De Falco, Andrea Ceschini, Alessandro Sebastianelli, Bertrand Le Saux, Massimo Panella
2024 J jnl
Quantum latent diffusion models.
Quantum Mach. Intell.
Francesca De Falco, Andrea Ceschini, Alessandro Sebastianelli, Bertrand Le Saux, Massimo Panella
2023 J jnl
Modular quantum circuits for secure communication.
IET Quantum Commun.
Andrea Ceschini, Antonello Rosato, Massimo Panella
2023 J jnl
Resource saving via ensemble techniques for quantum neural networks.
Quantum Mach. Intell.
Massimiliano Incudini, Michele Grossi, Andrea Ceschini, Antonio Mandarino, Massimo Panella, Sofia Vallecorsa, David Windridge
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 B conf
Hybrid Quantum-Classical Recurrent Neural Networks for Time Series Prediction.
IJCNN
Andrea Ceschini, Antonello Rosato, Massimo Panella
2021 — conf
Time Series Prediction with Autoencoding LSTM Networks.
IWANN (2)
Federico Succetti, Andrea Ceschini, Francesco Di Luzio, Antonello Rosato, Massimo Panella