Quantum-Neural-Network

✍Implement Classical Quantum Neural Network and Quantum Inspired Neural Networks.

Applied to image compression task.

Quantum Inspired Neural Networks

Model	Paper	Code
QINN	Method of computer-generated hologram compression and transmission using quantum back-propagation neural network	Link
QICNN	Quantum-inspired complex convolutional neural networks	Link

Environment

opencv-python
numpy
tqdm
skimage
torch

Usage

Install

git clone https://github.com/JackHCC/Quantum-Neural-Network
cd Quantum-Neural-Network
pip install requirements.txt