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ORCIDAndrea Ceschini
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2020 – today
- 2026
[j8]Alessio Verdone, Federico Succetti, Andrea Ceschini
, Antonello Rosato, Alessio Fioravanti, Massimo Panella:
A hybrid quantum-neural network for heart disease classification. Biomed. Signal Process. Control. 113: 109185 (2026)- [j7]Rita Asquini, Alessio Buzzin, Badrul Alam, Andrea Ceschini, Antonello Rosato, Massimo Panella:
All-optical AND Logic Gate With High Extinction Ratio for Neural Network Hardware Implementation. IEEE J. Emerg. Sel. Topics Circuits Syst. 16(1): 106-114 (2026) - [i4]Kuo-Chung Peng, Samuel Yen-Chi Chen, Jiun-Cheng Jiang, Chen-Yu Liu, En-Jui Kuo, Yun-Yuan Wang, Prayag Tiwari, Andrea Ceschini, Chi-Sheng Chen, Yu-Chao Hsu, Chun-Hua Lin, Tai-Yue Li, Antonello Rosato, Massimo Panella, Simon See, Saif Al-Kuwari, Kuan-Cheng Chen, Nan-Yow Chen, Hsi-Sheng Goan:
Gated QKAN-FWP: Scalable Quantum-inspired Sequence Learning. CoRR abs/2605.06734 (2026) - 2025
- [b1]Andrea Ceschini:
Achieving quantum utility and quantum advantage through AI-based approaches and efficient data driven models. Sapienza University of Rome, Italy, 2025 - [j6]Andrea Ceschini, Andrea Carbone, Alessandro Sebastianelli, Massimo Panella, Bertrand Le Saux:
On hybrid quanvolutional neural networks optimization. Quantum Mach. Intell. 7(1): 18 (2025) - [c9]Leonardo Lavagna, Andrea Ceschini, Antonello Rosato, Massimo Panella:
Novel Quantum Approaches to Hyperdimensional Computing for Neural Networks. IJCNN 2025: 1-8 - [c8]Antonello Rosato, Andrea Ceschini, Federico Succetti, Samuel Yen-Chi Chen, Massimo Panella:
A Study on Quantum Reservoir Recurrent Models for Time-Constrained Volatile Sequence Forecasting. IJCNN 2025: 1-8 - [c7]Leonardo Lavagna, Francesca De Falco, Andrea Ceschini, Antonello Rosato, Massimo Panella:
Trade-offs in Cryptosystems by Boolean and Quantum Circuits. ISCAS 2025: 1-5 - [i3]Simone Piperno, Claudio Battiloro, Andrea Ceschini, Francesca Dominici, Paolo Di Lorenzo, Massimo Panella:
Quantum Simplicial Neural Networks. CoRR abs/2501.05558 (2025) - 2024
- [j5]Francesca De Falco, Andrea Ceschini, Alessandro Sebastianelli, Bertrand Le Saux, Massimo Panella:
Quantum Hybrid Diffusion Models for Image Synthesis. Künstliche Intell. 38(4): 311-326 (2024) - [j4]Francesca De Falco, Andrea Ceschini, Alessandro Sebastianelli, Bertrand Le Saux, Massimo Panella:
Quantum latent diffusion models. Quantum Mach. Intell. 6(2): 85 (2024) - [c6]Leonardo Lavagna, Andrea Ceschini, Antonello Rosato, Massimo Panella:
A Layerwise-Multi-Angle Approach to Fine-Tuning the Quantum Approximate Optimization Algorithm. IJCNN 2024: 1-8 - [c5]Francesca De Falco, Leonardo Lavagna, Andrea Ceschini, Antonello Rosato, Massimo Panella:
Evolving Hybrid Quantum-Classical GRU Architectures for Multivariate Time Series. MLSP 2024: 1-6 - [c4]Lorenzo Bergadano, Andrea Ceschini, Pietro Chiavassa, Edoardo Giusto, Bartolomeo Montrucchio, Massimo Panella, Antonello Rosato:
Q-SCALE: Quantum Computing-Based Sensor Calibration for Advanced Learning and Efficiency. QCE 2024: 306-314 - [i2]Andrea Ceschini, Francesco Mauro, Francesca De Falco, Alessandro Sebastianelli, Alessio Verdone, Antonello Rosato, Bertrand Le Saux, Massimo Panella, Paolo Gamba, Silvia Liberata Ullo:
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks. CoRR abs/2408.06524 (2024) - [i1]Lorenzo Bergadano, Andrea Ceschini, Pietro Chiavassa, Edoardo Giusto, Bartolomeo Montrucchio, Massimo Panella, Antonello Rosato:
Q-SCALE: Quantum computing-based Sensor Calibration for Advanced Learning and Efficiency. CoRR abs/2410.02998 (2024) - 2023
- [j3]Andrea Ceschini, Antonello Rosato, Massimo Panella:
Modular quantum circuits for secure communication. IET Quantum Commun. 4(4): 208-217 (2023) - [j2]Massimiliano Incudini, Michele Grossi, Andrea Ceschini, Antonio Mandarino, Massimo Panella, Sofia Vallecorsa, David Windridge:
Resource saving via ensemble techniques for quantum neural networks. Quantum Mach. Intell. 5(2): 1-24 (2023) - 2022
- [j1]Andrea Ceschini, Antonello Rosato, Massimo Panella:
Design of an LSTM Cell on a Quantum Hardware. IEEE Trans. Circuits Syst. II Express Briefs 69(3): 1822-1826 (2022) - [c3]Badrul Alam, Andrea Ceschini, Antonello Rosato, Massimo Panella, Rita Asquini:
Analysis of Logic Schemes for the Optical Implementation of Pointwise Operations in Gated Recurrent Unit Cells. AISEM 2022: 167-173 - [c2]Andrea Ceschini, Antonello Rosato, Massimo Panella:
Hybrid Quantum-Classical Recurrent Neural Networks for Time Series Prediction. IJCNN 2022: 1-8 - 2021
- [c1]Federico Succetti, Andrea Ceschini, Francesco Di Luzio, Antonello Rosato, Massimo Panella:
Time Series Prediction with Autoencoding LSTM Networks. IWANN (2) 2021: 306-317
Coauthor Index
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