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Andrea Ceschini
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2020 – today
- 2024
- [c4]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 - [i1]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) - 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
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