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💫Implement Quantum Inspired Neural Network(QINN,QICNN,etc.)

License: MIT License

Python 100.00%
neural-networks quantum-inspired-algorithm quantum-machine-learning

quantum-neural-network's Introduction

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

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