MaChong158

cnn_hnn_comparison_analysis

A comparison analysis between classical and quantum-classical (or hybrid) neural network and the impact effectiveness of a compound adversarial attack.

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

dr-hqcl

In medical applications with limited training data, traditional self-supervised deep learning struggles for accuracy. This study combines self-supervised learning with Variational Quantum Classifiers (VQC) and Principal Component Analysis (PCA) for dimensionality reduction.

EVCS

qlstm

Example of a Quantum LSTM

QSVM

Comparison of quantum-enhanced SVM with classical SVM using the well-known Iris dataset.

quantum-cnn

Quantum convolutional neural network for classical data classification与我参考的QNN卷积算法相同