
양자 시스템에서 순열 대칭성을 가지는 데이터에 대한 효율적인 분류 모델을 제안한다.


coremsg

양자-순열-동등-변환-합성곱-신경망


양자 순열 동등 변환 합성곱 신경망


title_rewrite


The authors propose architectures of equivariant quantum convolutional neural networks (EQCNNs) that adhere to the Symmetric group Sn and its subgroups, demonstrating improved performance compared to non-equivariant QCNNs for classification tasks.


permutation-equivariant-quantum-convolutional-neural-networks-for-efficient-data-classification


Permutation-Equivariant Quantum Convolutional Neural Networks for Efficient Data Classification
