Chapter 4 Contents
Overview
Section 4.1: Representational Capability
Section 4.2: Universal Approximation Capabilities
Section 4.2.1: Kolmogorov's Theorem, One Hidden Layer Is Sufficient
Section 4.2.2: Other Proofs of Universal Approximation Capability
Section 4.3: Size versus Depth
Section 4.4: Capacity versus Size