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quantum-convolution-neural-network

Here are 3 public repositories matching this topic...

ARJ2211 / QML-Implementation

Hybrid Quantum-Classical Neural Network + Pure QCNN for 9-class skin cancer classification using MERA-based preprocessing (PCA, HOG, PATCH) and QCNNs implemented with PennyLane and PyTorch, inspired by the paper "Quantum convolutional neural network for image classification" (Chen et al., 2023). Dataset: ISIC 2018.

quantum-machine-learning quantum-neural-networks hybrid-quantum-neural-network quantum-convolution-neural-network mera-circuit

Updated Apr 3, 2025
Python

SevdanurGENC / CNN-Vs-QCNN

Quantum Convolution Neural Network

convolutional-neural-network cnn-classification qcnn quantum-convolution-neural-network

Updated Jun 19, 2024
Jupyter Notebook

anthonyrtw / quantum-cnn

Hamming weight preserving quantum convolutional neural network.

quantum-machine-learning quantum-convolution-neural-network

Updated May 26, 2025
Jupyter Notebook

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