The results show that, compared to classical CNNs, QCNN achieves comparable classification accuracy, but with significant advantages ... Quantum Convolutional Neural Networks (QCNN), as an ...
Neuromorphic computing is an emerging computing technology inspired by the operational principles of the human brain. By employing neuromorphic devices to emulate neuronal functions and construct ...
The core innovation of this technology lies in the design and implementation of the Quantum Convolutional Neural Network (QCNN ... but with significant advantages in computational speed and ...