Analyze quantum neural networks (QNNs), quantum-inspired neural architectures, and quantum dynamics inference from neural data. Use when: (1) analyzing papers on quantum neural networks, (2) evaluating quantum-inspired machine learning approaches, (3) studying quantum simulation of neural systems, (4) assessing quantum error mitigation via neural networks, (5) researching quantum-neuroscience intersections, (6) extracting patterns from quantum-ML literature.