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quant-ph2026
Do emulated quantum circuits change what CNNs look at? Performance and explainability comparison in medical image classification
Guillermo Rubiños Rodríguez, Martín Ottavianelli, Mateo Alonso +4
Numerous studies have analyzed the use of hybrid quantum-classical convolutional neural networks as a promising alternative to classical deep learning. However, network components…
quant-ph2021★ 71 cited
Automatic design of quantum feature maps
Sergio Altares-López, Angela Ribeiro, Juan José García-Ripoll
We propose a new technique for the automatic generation of optimal ad-hoc ansätze for classification by using quantum support vector machine (QSVM). This efficient method is based…