2 papers
cs.LG2025
A Tensor Residual Circuit Neural Network Factorized with Matrix Product Operation
Andi Chen
It is challenging to reduce the complexity of neural networks while maintaining their generalization ability and robustness, especially for practical applications. Conventional sol…
cs.LG2025
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…