Day 774: Neural Network Decoders

Learning Objectives

• •**Formulate** quantum decoding as a supervised classification problem
• •**Design** CNN architectures that exploit syndrome structure
• •**Generate** training data through Monte Carlo error simulation
• •**Implement** RNN decoders for temporal syndrome sequences
• •**Analyze** neural decoder thresholds and compare to classical decoders
• •**Evaluate** trade-offs between accuracy, latency, and hardware requirements

Today's Schedule (7 hours)