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Chapter 16 Contents
Select Section Overview
Select Section Section 16.1: Early Stopping
Select Section Section 16.2: Regularization
Select Section Section 16.3: Pruning Methods
Select Section Section 16.4: Constructive Methods
Select Section Section 16.5: Weight Decay
Select Section Section 16.6: Information Minimization
Select Section Section 16.7: Replicated Networks
Select Section Section 16.8: Training with Noisy Data
Select Section Section 16.9: Use of Domain-Dependent Prior Information
Select Section Section 16.10: Hint Functions
Current Section Section 16.11: Knowledge-Based Neural Nets
Select Section Section 16.12: Physical Models to Generate Additional Data