5 papers
Quantum Sparse Coding and Decoding Based on Quantum Network
Xun Ji, Qin Liu, Shang Huang +2
Sparse coding provides a versatile framework for efficiently capturing and representing crucial data (information) concisely, which plays an essential role in various computer scie…
Image Compression and Reconstruction Based on Quantum Network
Xun Ji, Qin Liu, Shan Huang +2
Quantum network is an emerging type of network structure that leverages the principles of quantum mechanics to transmit and process information. Compared with classical data recons…
Hybrid Quantum-inspired Resnet and Densenet for Pattern Recognition
Andi Chen, Hua-Lei Yin, Zeng-Bing Chen +1
In this paper, we propose two hybrid quantum-inspired neural networks with adaptive residual and dense connections respectively for pattern recognition. We explain the frameworks o…
Entropic uncertainty relations and entanglement detection from quantum designs
Yundu Zhao, Shan Huang, Shengjun Wu
Uncertainty relations and quantum entanglement are pivotal concepts in quantum theory. Beyond their fundamental significance in shaping our understanding of the quantum world, they…
Entropic uncertainty relations for multiple measurements assigned with biased weights
Shan Huang, Hua-Lei Yin, Zeng-Bing Chen +1
The entropic way of formulating Heisenberg's uncertainty principle not only plays a fundamental role in applications of quantum information theory but also is essential for manifes…