On hybrid quanvolutional neural networks optimization

A Ceschini, A Carbone, A Sebastianelli… - Quantum Machine …, 2025 - Springer
This paper investigates the optimization properties of hybrid quantum-classical
quanvolutional neural networks (QuanvNNs), ie, hybrid architectures merging …

[HTML][HTML] CA-SQBG: Cross-attention guided Siamese quantum BiGRU for drug-drug interaction extraction

T Zhang, C Yu, S Zhang - Computers in Biology and Medicine, 2025 - Elsevier
Accurate and efficient drug-drug interaction extraction (DDIE) from the medical corpus is
essential for pharmacovigilance, drug therapy and drug development. To solve the problems …