Andrea Ceschini

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Chaotic Time Series

Recurrent Neural Networks

Quantum Computation

Secure Communication

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Quantum Mach. Intell.

Publications

Andrea Ceschini, Antonello Rosato, Massimo Panella
Modular quantum circuits for secure communication. IET Quantum Commun. 4 (4) (2023)
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) (2023)
Andrea Ceschini, Antonello Rosato, Massimo Panella
Design of an LSTM Cell on a Quantum Hardware. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Andrea Ceschini, Antonello Rosato, Massimo Panella
Hybrid Quantum-Classical Recurrent Neural Networks for Time Series Prediction. IJCNN (2022)
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)
Federico Succetti, Andrea Ceschini, Francesco Di Luzio, Antonello Rosato, Massimo Panella
Time Series Prediction with Autoencoding LSTM Networks. IWANN (2) (2021)