Day 970: Quantum Neural Networks

Learning Objectives

• •**Design quantum neural network architectures** with appropriate layer structure
• •**Distinguish encoding layers from variational layers** and their roles
• •**Analyze QNN expressibility** and universality properties
• •**Implement deep quantum circuits** with multiple encoding-variational blocks
• •**Compare QNN architectures** to classical neural networks
• •**Apply QNNs** to regression and classification tasks

Today's Schedule (7 hours)