Demonstration of a Bosonic Quantum Classifier with Data Reuploading
Demonstration of a Bosonic Quantum Classifier with Data Reuploading
In a single qubit system, a universal quantum classifier can be realized using the data reuploading technique. In this study, we propose a new quantum classifier applying this technique to bosonic systems and successfully demonstrate it using a silicon-based photonic integrated circuit. We established a theory of quantum machine learning …